diff --git a/datasets/eeg_ds002893s_hed_attention_shift/sub-001/eeg/sub-001_task-AuditoryVisualShift_run-01_coordsystem.json b/datasets/eeg_ds002893s_hed_attention_shift/sub-001/eeg/sub-001_coordsystem.json
similarity index 100%
rename from datasets/eeg_ds002893s_hed_attention_shift/sub-001/eeg/sub-001_task-AuditoryVisualShift_run-01_coordsystem.json
rename to datasets/eeg_ds002893s_hed_attention_shift/sub-001/eeg/sub-001_coordsystem.json
diff --git a/datasets/eeg_ds002893s_hed_attention_shift/sub-001/eeg/sub-001_task-AuditoryVisualShift_run-01_electrodes.tsv b/datasets/eeg_ds002893s_hed_attention_shift/sub-001/eeg/sub-001_run-01_electrodes.tsv
similarity index 100%
rename from datasets/eeg_ds002893s_hed_attention_shift/sub-001/eeg/sub-001_task-AuditoryVisualShift_run-01_electrodes.tsv
rename to datasets/eeg_ds002893s_hed_attention_shift/sub-001/eeg/sub-001_run-01_electrodes.tsv
diff --git a/datasets/eeg_ds002893s_hed_attention_shift/sub-001/eeg/sub-001_task-AuditoryVisualShift_run-01_channels.tsv b/datasets/eeg_ds002893s_hed_attention_shift/sub-001/eeg/sub-001_task-AuditoryVisualShift_channels.tsv
similarity index 100%
rename from datasets/eeg_ds002893s_hed_attention_shift/sub-001/eeg/sub-001_task-AuditoryVisualShift_run-01_channels.tsv
rename to datasets/eeg_ds002893s_hed_attention_shift/sub-001/eeg/sub-001_task-AuditoryVisualShift_channels.tsv
diff --git a/datasets/eeg_ds002893s_hed_attention_shift/sub-002/eeg/sub-002_task-AuditoryVisualShift_run-01_coordsystem.json b/datasets/eeg_ds002893s_hed_attention_shift/sub-002/eeg/sub-002_coordsystem.json
similarity index 100%
rename from datasets/eeg_ds002893s_hed_attention_shift/sub-002/eeg/sub-002_task-AuditoryVisualShift_run-01_coordsystem.json
rename to datasets/eeg_ds002893s_hed_attention_shift/sub-002/eeg/sub-002_coordsystem.json
diff --git a/datasets/eeg_ds002893s_hed_attention_shift/sub-002/eeg/sub-002_task-AuditoryVisualShift_run-01_electrodes.tsv b/datasets/eeg_ds002893s_hed_attention_shift/sub-002/eeg/sub-002_run-01_electrodes.tsv
similarity index 100%
rename from datasets/eeg_ds002893s_hed_attention_shift/sub-002/eeg/sub-002_task-AuditoryVisualShift_run-01_electrodes.tsv
rename to datasets/eeg_ds002893s_hed_attention_shift/sub-002/eeg/sub-002_run-01_electrodes.tsv
diff --git a/datasets/eeg_ds002893s_hed_attention_shift/sub-002/eeg/sub-002_task-AuditoryVisualShift_run-01_channels.tsv b/datasets/eeg_ds002893s_hed_attention_shift/sub-002/eeg/sub-002_task-AuditoryVisualShift_channels.tsv
similarity index 100%
rename from datasets/eeg_ds002893s_hed_attention_shift/sub-002/eeg/sub-002_task-AuditoryVisualShift_run-01_channels.tsv
rename to datasets/eeg_ds002893s_hed_attention_shift/sub-002/eeg/sub-002_task-AuditoryVisualShift_channels.tsv
diff --git a/datasets/eeg_ds003645s_hed/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv b/datasets/eeg_ds003645s_hed/sub-002/eeg/sub-002_task-FacePerception_channels.tsv
similarity index 100%
rename from datasets/eeg_ds003645s_hed/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv
rename to datasets/eeg_ds003645s_hed/sub-002/eeg/sub-002_task-FacePerception_channels.tsv
diff --git a/datasets/eeg_ds003645s_hed/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv b/datasets/eeg_ds003645s_hed/sub-003/eeg/sub-003_task-FacePerception_channels.tsv
similarity index 100%
rename from datasets/eeg_ds003645s_hed/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv
rename to datasets/eeg_ds003645s_hed/sub-003/eeg/sub-003_task-FacePerception_channels.tsv
diff --git a/datasets/eeg_ds003645s_hed_column/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv b/datasets/eeg_ds003645s_hed_column/sub-002/eeg/sub-002_task-FacePerception_channels.tsv
similarity index 94%
rename from datasets/eeg_ds003645s_hed_column/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv
rename to datasets/eeg_ds003645s_hed_column/sub-002/eeg/sub-002_task-FacePerception_channels.tsv
index 3020ecb7..18faecaf 100644
--- a/datasets/eeg_ds003645s_hed_column/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv
+++ b/datasets/eeg_ds003645s_hed_column/sub-002/eeg/sub-002_task-FacePerception_channels.tsv
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diff --git a/datasets/eeg_ds003645s_hed_column/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv b/datasets/eeg_ds003645s_hed_column/sub-003/eeg/sub-003_task-FacePerception_channels.tsv
similarity index 94%
rename from datasets/eeg_ds003645s_hed_column/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv
rename to datasets/eeg_ds003645s_hed_column/sub-003/eeg/sub-003_task-FacePerception_channels.tsv
index 3020ecb7..18faecaf 100644
--- a/datasets/eeg_ds003645s_hed_column/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv
+++ b/datasets/eeg_ds003645s_hed_column/sub-003/eeg/sub-003_task-FacePerception_channels.tsv
@@ -1,382 +1,382 @@
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diff --git a/datasets/eeg_ds003645s_hed_column/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv b/datasets/eeg_ds003645s_hed_demo/sub-002/ses-1/eeg/sub-002_ses-1_task-FacePerception_channels.tsv
similarity index 94%
rename from datasets/eeg_ds003645s_hed_column/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv
rename to datasets/eeg_ds003645s_hed_demo/sub-002/ses-1/eeg/sub-002_ses-1_task-FacePerception_channels.tsv
index 3020ecb7..18faecaf 100644
--- a/datasets/eeg_ds003645s_hed_column/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv
+++ b/datasets/eeg_ds003645s_hed_demo/sub-002/ses-1/eeg/sub-002_ses-1_task-FacePerception_channels.tsv
@@ -1,382 +1,382 @@
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diff --git a/datasets/eeg_ds003645s_hed_demo/sub-002/ses-1/eeg/sub-002_ses-1_task-FacePerception_run-1_channels.tsv b/datasets/eeg_ds003645s_hed_demo/sub-002/ses-1/eeg/sub-002_ses-1_task-FacePerception_run-1_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_demo/sub-002/ses-1/eeg/sub-002_ses-1_task-FacePerception_run-1_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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diff --git a/datasets/eeg_ds003645s_hed_demo/sub-002/ses-1/eeg/sub-002_ses-1_task-FacePerception_run-2_channels.tsv b/datasets/eeg_ds003645s_hed_demo/sub-002/ses-1/eeg/sub-002_ses-1_task-FacePerception_run-2_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_demo/sub-002/ses-1/eeg/sub-002_ses-1_task-FacePerception_run-2_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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-MEG1443	MISC	n/a
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-MEG1541	MISC	n/a
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-MEG1642	MISC	n/a
-MEG1641	MISC	n/a
-MEG1713	MISC	n/a
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-MEG1733	MISC	n/a
-MEG1731	MISC	n/a
-MEG1743	MISC	n/a
-MEG1742	MISC	n/a
-MEG1741	MISC	n/a
-MEG1813	MISC	n/a
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-MEG1823	MISC	n/a
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-MEG1912	MISC	n/a
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-MEG1923	MISC	n/a
-MEG1922	MISC	n/a
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-MEG1932	MISC	n/a
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-MEG1931	MISC	n/a
-MEG1943	MISC	n/a
-MEG1942	MISC	n/a
-MEG1941	MISC	n/a
-MEG2013	MISC	n/a
-MEG2012	MISC	n/a
-MEG2011	MISC	n/a
-MEG2023	MISC	n/a
-MEG2022	MISC	n/a
-MEG2021	MISC	n/a
-MEG2032	MISC	n/a
-MEG2033	MISC	n/a
-MEG2031	MISC	n/a
-MEG2042	MISC	n/a
-MEG2043	MISC	n/a
-MEG2041	MISC	n/a
-MEG2113	MISC	n/a
-MEG2112	MISC	n/a
-MEG2111	MISC	n/a
-MEG2122	MISC	n/a
-MEG2123	MISC	n/a
-MEG2121	MISC	n/a
-MEG2133	MISC	n/a
-MEG2132	MISC	n/a
-MEG2131	MISC	n/a
-MEG2143	MISC	n/a
-MEG2142	MISC	n/a
-MEG2141	MISC	n/a
-MEG2212	MISC	n/a
-MEG2213	MISC	n/a
-MEG2211	MISC	n/a
-MEG2223	MISC	n/a
-MEG2222	MISC	n/a
-MEG2221	MISC	n/a
-MEG2233	MISC	n/a
-MEG2232	MISC	n/a
-MEG2231	MISC	n/a
-MEG2242	MISC	n/a
-MEG2243	MISC	n/a
-MEG2241	MISC	n/a
-MEG2312	MISC	n/a
-MEG2313	MISC	n/a
-MEG2311	MISC	n/a
-MEG2323	MISC	n/a
-MEG2322	MISC	n/a
-MEG2321	MISC	n/a
-MEG2332	MISC	n/a
-MEG2333	MISC	n/a
-MEG2331	MISC	n/a
-MEG2343	MISC	n/a
-MEG2342	MISC	n/a
-MEG2341	MISC	n/a
-MEG2412	MISC	n/a
-MEG2413	MISC	n/a
-MEG2411	MISC	n/a
-MEG2423	MISC	n/a
-MEG2422	MISC	n/a
-MEG2421	MISC	n/a
-MEG2433	MISC	n/a
-MEG2432	MISC	n/a
-MEG2431	MISC	n/a
-MEG2442	MISC	n/a
-MEG2443	MISC	n/a
-MEG2441	MISC	n/a
-MEG2512	MISC	n/a
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-MEG2523	MISC	n/a
-MEG2521	MISC	n/a
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-MEG2531	MISC	n/a
-MEG2543	MISC	n/a
-MEG2542	MISC	n/a
-MEG2541	MISC	n/a
-MEG2612	MISC	n/a
-MEG2613	MISC	n/a
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-MEG2631	MISC	n/a
-MEG2642	MISC	n/a
-MEG2643	MISC	n/a
-MEG2641	MISC	n/a
-EEG001	EEG	microV
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-EEG006	EEG	microV
-EEG007	EEG	microV
-EEG008	EEG	microV
-EEG009	EEG	microV
-EEG010	EEG	microV
-EEG011	EEG	microV
-EEG012	EEG	microV
-EEG013	EEG	microV
-EEG014	EEG	microV
-EEG015	EEG	microV
-EEG016	EEG	microV
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-EEG018	EEG	microV
-EEG019	EEG	microV
-EEG020	EEG	microV
-EEG021	EEG	microV
-EEG022	EEG	microV
-EEG023	EEG	microV
-EEG024	EEG	microV
-EEG025	EEG	microV
-EEG026	EEG	microV
-EEG027	EEG	microV
-EEG028	EEG	microV
-EEG029	EEG	microV
-EEG030	EEG	microV
-EEG031	EEG	microV
-EEG032	EEG	microV
-EEG033	EEG	microV
-EEG034	EEG	microV
-EEG035	EEG	microV
-EEG036	EEG	microV
-EEG037	EEG	microV
-EEG038	EEG	microV
-EEG039	EEG	microV
-EEG040	EEG	microV
-EEG041	EEG	microV
-EEG042	EEG	microV
-EEG043	EEG	microV
-EEG044	EEG	microV
-EEG045	EEG	microV
-EEG046	EEG	microV
-EEG047	EEG	microV
-EEG048	EEG	microV
-EEG049	EEG	microV
-EEG050	EEG	microV
-EEG051	EEG	microV
-EEG052	EEG	microV
-EEG053	EEG	microV
-EEG054	EEG	microV
-EEG055	EEG	microV
-EEG056	EEG	microV
-EEG057	EEG	microV
-EEG058	EEG	microV
-EEG059	EEG	microV
-EEG060	EEG	microV
-EEG061	HEOG	n/a
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-EEG063	MISC	n/a
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-EEG065	EEG	microV
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-EEG070	EEG	microV
-EEG071	EEG	microV
-EEG072	EEG	microV
-EEG073	EEG	microV
-EEG074	EEG	microV
-STI101	n/a	n/a
diff --git a/datasets/eeg_ds003645s_hed_demo/sub-002/ses-1/eeg/sub-002_ses-1_task-FacePerception_run-3_channels.tsv b/datasets/eeg_ds003645s_hed_demo/sub-002/ses-1/eeg/sub-002_ses-1_task-FacePerception_run-3_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_demo/sub-002/ses-1/eeg/sub-002_ses-1_task-FacePerception_run-3_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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-EEG021	EEG	microV
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diff --git a/datasets/eeg_ds003645s_hed_column/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv b/datasets/eeg_ds003645s_hed_demo/sub-003/ses-1/eeg/sub-003_ses-1_task-FacePerception_channels.tsv
similarity index 94%
rename from datasets/eeg_ds003645s_hed_column/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv
rename to datasets/eeg_ds003645s_hed_demo/sub-003/ses-1/eeg/sub-003_ses-1_task-FacePerception_channels.tsv
index 3020ecb7..18faecaf 100644
--- a/datasets/eeg_ds003645s_hed_column/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv
+++ b/datasets/eeg_ds003645s_hed_demo/sub-003/ses-1/eeg/sub-003_ses-1_task-FacePerception_channels.tsv
@@ -1,382 +1,382 @@
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diff --git a/datasets/eeg_ds003645s_hed_demo/sub-003/ses-1/eeg/sub-003_ses-1_task-FacePerception_run-1_channels.tsv b/datasets/eeg_ds003645s_hed_demo/sub-003/ses-1/eeg/sub-003_ses-1_task-FacePerception_run-1_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_demo/sub-003/ses-1/eeg/sub-003_ses-1_task-FacePerception_run-1_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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-EEG052	EEG	microV
-EEG053	EEG	microV
-EEG054	EEG	microV
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-STI101	n/a	n/a
diff --git a/datasets/eeg_ds003645s_hed_demo/sub-003/ses-1/eeg/sub-003_ses-1_task-FacePerception_run-2_channels.tsv b/datasets/eeg_ds003645s_hed_demo/sub-003/ses-1/eeg/sub-003_ses-1_task-FacePerception_run-2_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_demo/sub-003/ses-1/eeg/sub-003_ses-1_task-FacePerception_run-2_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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-EEG048	EEG	microV
-EEG049	EEG	microV
-EEG050	EEG	microV
-EEG051	EEG	microV
-EEG052	EEG	microV
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-EEG055	EEG	microV
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-EEG060	EEG	microV
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-EEG063	MISC	n/a
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-EEG065	EEG	microV
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-EEG069	EEG	microV
-EEG070	EEG	microV
-EEG071	EEG	microV
-EEG072	EEG	microV
-EEG073	EEG	microV
-EEG074	EEG	microV
-STI101	n/a	n/a
diff --git a/datasets/eeg_ds003645s_hed_demo/sub-003/ses-1/eeg/sub-003_ses-1_task-FacePerception_run-3_channels.tsv b/datasets/eeg_ds003645s_hed_demo/sub-003/ses-1/eeg/sub-003_ses-1_task-FacePerception_run-3_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_demo/sub-003/ses-1/eeg/sub-003_ses-1_task-FacePerception_run-3_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
-name	type	units
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-MEG0441	MISC	n/a
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-MEG1421	MISC	n/a
-MEG1433	MISC	n/a
-MEG1432	MISC	n/a
-MEG1431	MISC	n/a
-MEG1442	MISC	n/a
-MEG1443	MISC	n/a
-MEG1441	MISC	n/a
-MEG1512	MISC	n/a
-MEG1513	MISC	n/a
-MEG1511	MISC	n/a
-MEG1522	MISC	n/a
-MEG1523	MISC	n/a
-MEG1521	MISC	n/a
-MEG1533	MISC	n/a
-MEG1532	MISC	n/a
-MEG1531	MISC	n/a
-MEG1543	MISC	n/a
-MEG1542	MISC	n/a
-MEG1541	MISC	n/a
-MEG1613	MISC	n/a
-MEG1612	MISC	n/a
-MEG1611	MISC	n/a
-MEG1622	MISC	n/a
-MEG1623	MISC	n/a
-MEG1621	MISC	n/a
-MEG1632	MISC	n/a
-MEG1633	MISC	n/a
-MEG1631	MISC	n/a
-MEG1643	MISC	n/a
-MEG1642	MISC	n/a
-MEG1641	MISC	n/a
-MEG1713	MISC	n/a
-MEG1712	MISC	n/a
-MEG1711	MISC	n/a
-MEG1722	MISC	n/a
-MEG1723	MISC	n/a
-MEG1721	MISC	n/a
-MEG1732	MISC	n/a
-MEG1733	MISC	n/a
-MEG1731	MISC	n/a
-MEG1743	MISC	n/a
-MEG1742	MISC	n/a
-MEG1741	MISC	n/a
-MEG1813	MISC	n/a
-MEG1812	MISC	n/a
-MEG1811	MISC	n/a
-MEG1822	MISC	n/a
-MEG1823	MISC	n/a
-MEG1821	MISC	n/a
-MEG1832	MISC	n/a
-MEG1833	MISC	n/a
-MEG1831	MISC	n/a
-MEG1843	MISC	n/a
-MEG1842	MISC	n/a
-MEG1841	MISC	n/a
-MEG1912	MISC	n/a
-MEG1913	MISC	n/a
-MEG1911	MISC	n/a
-MEG1923	MISC	n/a
-MEG1922	MISC	n/a
-MEG1921	MISC	n/a
-MEG1932	MISC	n/a
-MEG1933	MISC	n/a
-MEG1931	MISC	n/a
-MEG1943	MISC	n/a
-MEG1942	MISC	n/a
-MEG1941	MISC	n/a
-MEG2013	MISC	n/a
-MEG2012	MISC	n/a
-MEG2011	MISC	n/a
-MEG2023	MISC	n/a
-MEG2022	MISC	n/a
-MEG2021	MISC	n/a
-MEG2032	MISC	n/a
-MEG2033	MISC	n/a
-MEG2031	MISC	n/a
-MEG2042	MISC	n/a
-MEG2043	MISC	n/a
-MEG2041	MISC	n/a
-MEG2113	MISC	n/a
-MEG2112	MISC	n/a
-MEG2111	MISC	n/a
-MEG2122	MISC	n/a
-MEG2123	MISC	n/a
-MEG2121	MISC	n/a
-MEG2133	MISC	n/a
-MEG2132	MISC	n/a
-MEG2131	MISC	n/a
-MEG2143	MISC	n/a
-MEG2142	MISC	n/a
-MEG2141	MISC	n/a
-MEG2212	MISC	n/a
-MEG2213	MISC	n/a
-MEG2211	MISC	n/a
-MEG2223	MISC	n/a
-MEG2222	MISC	n/a
-MEG2221	MISC	n/a
-MEG2233	MISC	n/a
-MEG2232	MISC	n/a
-MEG2231	MISC	n/a
-MEG2242	MISC	n/a
-MEG2243	MISC	n/a
-MEG2241	MISC	n/a
-MEG2312	MISC	n/a
-MEG2313	MISC	n/a
-MEG2311	MISC	n/a
-MEG2323	MISC	n/a
-MEG2322	MISC	n/a
-MEG2321	MISC	n/a
-MEG2332	MISC	n/a
-MEG2333	MISC	n/a
-MEG2331	MISC	n/a
-MEG2343	MISC	n/a
-MEG2342	MISC	n/a
-MEG2341	MISC	n/a
-MEG2412	MISC	n/a
-MEG2413	MISC	n/a
-MEG2411	MISC	n/a
-MEG2423	MISC	n/a
-MEG2422	MISC	n/a
-MEG2421	MISC	n/a
-MEG2433	MISC	n/a
-MEG2432	MISC	n/a
-MEG2431	MISC	n/a
-MEG2442	MISC	n/a
-MEG2443	MISC	n/a
-MEG2441	MISC	n/a
-MEG2512	MISC	n/a
-MEG2513	MISC	n/a
-MEG2511	MISC	n/a
-MEG2522	MISC	n/a
-MEG2523	MISC	n/a
-MEG2521	MISC	n/a
-MEG2533	MISC	n/a
-MEG2532	MISC	n/a
-MEG2531	MISC	n/a
-MEG2543	MISC	n/a
-MEG2542	MISC	n/a
-MEG2541	MISC	n/a
-MEG2612	MISC	n/a
-MEG2613	MISC	n/a
-MEG2611	MISC	n/a
-MEG2623	MISC	n/a
-MEG2622	MISC	n/a
-MEG2621	MISC	n/a
-MEG2633	MISC	n/a
-MEG2632	MISC	n/a
-MEG2631	MISC	n/a
-MEG2642	MISC	n/a
-MEG2643	MISC	n/a
-MEG2641	MISC	n/a
-EEG001	EEG	microV
-EEG002	EEG	microV
-EEG003	EEG	microV
-EEG004	EEG	microV
-EEG005	EEG	microV
-EEG006	EEG	microV
-EEG007	EEG	microV
-EEG008	EEG	microV
-EEG009	EEG	microV
-EEG010	EEG	microV
-EEG011	EEG	microV
-EEG012	EEG	microV
-EEG013	EEG	microV
-EEG014	EEG	microV
-EEG015	EEG	microV
-EEG016	EEG	microV
-EEG017	EEG	microV
-EEG018	EEG	microV
-EEG019	EEG	microV
-EEG020	EEG	microV
-EEG021	EEG	microV
-EEG022	EEG	microV
-EEG023	EEG	microV
-EEG024	EEG	microV
-EEG025	EEG	microV
-EEG026	EEG	microV
-EEG027	EEG	microV
-EEG028	EEG	microV
-EEG029	EEG	microV
-EEG030	EEG	microV
-EEG031	EEG	microV
-EEG032	EEG	microV
-EEG033	EEG	microV
-EEG034	EEG	microV
-EEG035	EEG	microV
-EEG036	EEG	microV
-EEG037	EEG	microV
-EEG038	EEG	microV
-EEG039	EEG	microV
-EEG040	EEG	microV
-EEG041	EEG	microV
-EEG042	EEG	microV
-EEG043	EEG	microV
-EEG044	EEG	microV
-EEG045	EEG	microV
-EEG046	EEG	microV
-EEG047	EEG	microV
-EEG048	EEG	microV
-EEG049	EEG	microV
-EEG050	EEG	microV
-EEG051	EEG	microV
-EEG052	EEG	microV
-EEG053	EEG	microV
-EEG054	EEG	microV
-EEG055	EEG	microV
-EEG056	EEG	microV
-EEG057	EEG	microV
-EEG058	EEG	microV
-EEG059	EEG	microV
-EEG060	EEG	microV
-EEG061	HEOG	n/a
-EEG062	VEOG	n/a
-EEG063	MISC	n/a
-EEG064	MISC	n/a
-EEG065	EEG	microV
-EEG066	EEG	microV
-EEG067	EEG	microV
-EEG068	EEG	microV
-EEG069	EEG	microV
-EEG070	EEG	microV
-EEG071	EEG	microV
-EEG072	EEG	microV
-EEG073	EEG	microV
-EEG074	EEG	microV
-STI101	n/a	n/a
diff --git a/datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-1_coordsystem.json b/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_coordsystem.json
similarity index 100%
rename from datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-1_coordsystem.json
rename to datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_coordsystem.json
diff --git a/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_run-1_electrodes.tsv b/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_electrodes.tsv
similarity index 95%
rename from datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_run-1_electrodes.tsv
rename to datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_electrodes.tsv
index db8cbdff..6d8e0143 100644
--- a/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_run-1_electrodes.tsv
+++ b/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_electrodes.tsv
@@ -1,76 +1,76 @@
-name	x	y	z
-EEG001	-4.99	-6.78	3.15
-EEG002	0.21	11.07	3.11
-EEG003	3.85	-6.68	3.55
-EEG004	-4.87	8.69	2.71
-EEG005	-2.96	10.43	5.27
-EEG006	0.18	10.92	6.23
-EEG007	3.47	10.48	5.48
-EEG008	5.37	8.84	3.18
-EEG009	-5.92	6.56	3.09
-EEG010	-5.52	7.75	5.26
-EEG011	-4.50	8.34	7.22
-EEG012	-2.33	8.84	8.82
-EEG013	-0.00	9.16	9.42
-EEG014	2.24	8.47	9.46
-EEG015	4.60	8.22	7.87
-EEG016	5.93	7.54	6.07
-EEG017	6.46	6.44	3.68
-EEG018	-7.43	3.31	0.85
-EEG019	-6.57	4.16	3.50
-EEG020	-6.41	5.25	6.42
-EEG021	-5.25	5.74	8.98
-EEG022	-2.98	6.08	10.71
-EEG023	-0.15	5.93	11.57
-EEG024	2.77	5.53	11.14
-EEG025	5.28	5.38	9.62
-EEG026	6.94	4.73	7.06
-EEG027	7.30	3.63	4.39
-EEG028	6.94	3.48	1.19
-EEG029	-6.94	1.46	1.05
-EEG030	-7.30	1.49	4.29
-EEG031	-7.06	2.46	7.41
-EEG032	-5.99	2.87	10.14
-EEG033	-3.32	3.08	12.15
-EEG034	-0.36	2.82	12.95
-EEG035	2.88	2.89	12.36
-EEG036	5.25	2.39	10.88
-EEG037	7.07	1.77	8.10
-EEG038	7.52	0.82	4.70
-EEG039	7.11	0.75	1.36
-EEG040	-7.24	-2.69	1.91
-EEG041	-7.30	-1.59	5.19
-EEG042	-6.94	-0.71	8.25
-EEG043	-5.80	-0.18	10.95
-EEG044	-3.49	-0.05	12.75
-EEG045	-0.45	-0.57	13.43
-EEG046	2.63	-0.39	12.91
-EEG047	5.15	-0.75	11.12
-EEG048	6.49	-1.01	8.60
-EEG049	6.82	-2.14	5.47
-EEG050	6.85	-2.73	2.43
-EEG051	-6.38	-4.53	2.72
-EEG052	-6.67	-3.77	6.00
-EEG053	-6.26	-3.43	8.34
-EEG054	-5.00	-3.23	10.48
-EEG055	-3.30	-3.12	11.88
-EEG056	-0.46	-3.40	12.08
-EEG057	2.15	-3.15	11.94
-EEG058	3.88	-3.42	10.34
-EEG059	5.06	-3.73	8.27
-EEG060	5.68	-4.50	5.90
-EEG061	n/a	n/a	n/a
-EEG062	n/a	n/a	n/a
-EEG063	n/a	n/a	n/a
-EEG064	n/a	n/a	n/a
-EEG065	5.56	-4.76	3.04
-EEG066	-5.50	-5.68	6.60
-EEG067	-3.80	-5.53	9.31
-EEG068	-0.59	-5.74	9.84
-EEG069	2.41	-5.45	9.06
-EEG070	3.79	-5.87	6.60
-EEG071	-3.35	-6.99	7.06
-EEG072	-0.53	-7.50	6.99
-EEG073	1.70	-7.07	7.15
-EEG074	-0.53	-8.16	3.37
-STI101	n/a	n/a	n/a
+name	x	y	z
+EEG001	-4.99	-6.78	3.15
+EEG002	0.21	11.07	3.11
+EEG003	3.85	-6.68	3.55
+EEG004	-4.87	8.69	2.71
+EEG005	-2.96	10.43	5.27
+EEG006	0.18	10.92	6.23
+EEG007	3.47	10.48	5.48
+EEG008	5.37	8.84	3.18
+EEG009	-5.92	6.56	3.09
+EEG010	-5.52	7.75	5.26
+EEG011	-4.50	8.34	7.22
+EEG012	-2.33	8.84	8.82
+EEG013	-0.00	9.16	9.42
+EEG014	2.24	8.47	9.46
+EEG015	4.60	8.22	7.87
+EEG016	5.93	7.54	6.07
+EEG017	6.46	6.44	3.68
+EEG018	-7.43	3.31	0.85
+EEG019	-6.57	4.16	3.50
+EEG020	-6.41	5.25	6.42
+EEG021	-5.25	5.74	8.98
+EEG022	-2.98	6.08	10.71
+EEG023	-0.15	5.93	11.57
+EEG024	2.77	5.53	11.14
+EEG025	5.28	5.38	9.62
+EEG026	6.94	4.73	7.06
+EEG027	7.30	3.63	4.39
+EEG028	6.94	3.48	1.19
+EEG029	-6.94	1.46	1.05
+EEG030	-7.30	1.49	4.29
+EEG031	-7.06	2.46	7.41
+EEG032	-5.99	2.87	10.14
+EEG033	-3.32	3.08	12.15
+EEG034	-0.36	2.82	12.95
+EEG035	2.88	2.89	12.36
+EEG036	5.25	2.39	10.88
+EEG037	7.07	1.77	8.10
+EEG038	7.52	0.82	4.70
+EEG039	7.11	0.75	1.36
+EEG040	-7.24	-2.69	1.91
+EEG041	-7.30	-1.59	5.19
+EEG042	-6.94	-0.71	8.25
+EEG043	-5.80	-0.18	10.95
+EEG044	-3.49	-0.05	12.75
+EEG045	-0.45	-0.57	13.43
+EEG046	2.63	-0.39	12.91
+EEG047	5.15	-0.75	11.12
+EEG048	6.49	-1.01	8.60
+EEG049	6.82	-2.14	5.47
+EEG050	6.85	-2.73	2.43
+EEG051	-6.38	-4.53	2.72
+EEG052	-6.67	-3.77	6.00
+EEG053	-6.26	-3.43	8.34
+EEG054	-5.00	-3.23	10.48
+EEG055	-3.30	-3.12	11.88
+EEG056	-0.46	-3.40	12.08
+EEG057	2.15	-3.15	11.94
+EEG058	3.88	-3.42	10.34
+EEG059	5.06	-3.73	8.27
+EEG060	5.68	-4.50	5.90
+EEG061	n/a	n/a	n/a
+EEG062	n/a	n/a	n/a
+EEG063	n/a	n/a	n/a
+EEG064	n/a	n/a	n/a
+EEG065	5.56	-4.76	3.04
+EEG066	-5.50	-5.68	6.60
+EEG067	-3.80	-5.53	9.31
+EEG068	-0.59	-5.74	9.84
+EEG069	2.41	-5.45	9.06
+EEG070	3.79	-5.87	6.60
+EEG071	-3.35	-6.99	7.06
+EEG072	-0.53	-7.50	6.99
+EEG073	1.70	-7.07	7.15
+EEG074	-0.53	-8.16	3.37
+STI101	n/a	n/a	n/a
diff --git a/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_channels.tsv b/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_channels.tsv
new file mode 100644
index 00000000..24da7a06
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_channels.tsv
@@ -0,0 +1,405 @@
+name	type	units	description	sampling_frequency	high_cutoff	low_cutoff	status
+MEG0113	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0112	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0111	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0122	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0123	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0121	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0132	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0133	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0131	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0143	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0142	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0141	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0213	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0212	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0211	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0222	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0223	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0221	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0232	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0233	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0231	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0243	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0242	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0241	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0313	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0312	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0311	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0322	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0323	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0321	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0333	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0332	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0331	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0343	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0342	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0341	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0413	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0412	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0411	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0422	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0423	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0421	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0432	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0433	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0431	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0443	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0442	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0441	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0513	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0512	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0511	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0523	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0522	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0521	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0532	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0533	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0531	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0542	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0543	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0541	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0613	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0612	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0611	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0622	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0623	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0621	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0633	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0632	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0631	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0642	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0643	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0641	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0713	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0712	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0711	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0723	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0722	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0721	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0733	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0732	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0731	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0743	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0742	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0741	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0813	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0812	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0811	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0822	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0823	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0821	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0913	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0912	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0911	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0923	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0922	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0921	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0932	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0933	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0931	MEGMAG	T	magnetometer	1100	350	0	good
+MEG0942	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0943	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG0941	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1013	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1012	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1011	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1023	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1022	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1021	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1032	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1033	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1031	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1043	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1042	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1041	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1112	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1113	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1111	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1123	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1122	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1121	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1133	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1132	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1131	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1142	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1143	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1141	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1213	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1212	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1211	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1223	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1222	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1221	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1232	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1233	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1231	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1243	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1242	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1241	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1312	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1313	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1311	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1323	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1322	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1321	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1333	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1332	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1331	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1342	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1343	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1341	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1412	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1413	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1411	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1423	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1422	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1421	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1433	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1432	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1431	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1442	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1443	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1441	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1512	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1513	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1511	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1522	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1523	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1521	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1533	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1532	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1531	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1543	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1542	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1541	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1613	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1612	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1611	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1622	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1623	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1621	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1632	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1633	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1631	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1643	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1642	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1641	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1713	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1712	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1711	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1722	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1723	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1721	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1732	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1733	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1731	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1743	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1742	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1741	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1813	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1812	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1811	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1822	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1823	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1821	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1832	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1833	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1831	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1843	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1842	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1841	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1912	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1913	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1911	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1923	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1922	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1921	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1932	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1933	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1931	MEGMAG	T	magnetometer	1100	350	0	good
+MEG1943	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1942	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG1941	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2013	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2012	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2011	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2023	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2022	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2021	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2032	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2033	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2031	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2042	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2043	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2041	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2113	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2112	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2111	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2122	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2123	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2121	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2133	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2132	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2131	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2143	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2142	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2141	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2212	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2213	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2211	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2223	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2222	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2221	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2233	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2232	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2231	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2242	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2243	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2241	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2312	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2313	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2311	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2323	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2322	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2321	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2332	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2333	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2331	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2343	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2342	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2341	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2412	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2413	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2411	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2423	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2422	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2421	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2433	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2432	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2431	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2442	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2443	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2441	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2512	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2513	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2511	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2522	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2523	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2521	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2533	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2532	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2531	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2543	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2542	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2541	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2612	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2613	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2611	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2623	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2622	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2621	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2633	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2632	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2631	MEGMAG	T	magnetometer	1100	350	0	good
+MEG2642	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2643	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	good
+MEG2641	MEGMAG	T	magnetometer	1100	350	0	good
+EEG001	EEG	V	eegchannel	1100	350	0	good
+EEG002	EEG	V	eegchannel	1100	350	0	good
+EEG003	EEG	V	eegchannel	1100	350	0	good
+EEG004	EEG	V	eegchannel	1100	350	0	good
+EEG005	EEG	V	eegchannel	1100	350	0	good
+EEG006	EEG	V	eegchannel	1100	350	0	good
+EEG007	EEG	V	eegchannel	1100	350	0	good
+EEG008	EEG	V	eegchannel	1100	350	0	good
+EEG009	EEG	V	eegchannel	1100	350	0	good
+EEG010	EEG	V	eegchannel	1100	350	0	good
+EEG011	EEG	V	eegchannel	1100	350	0	good
+EEG012	EEG	V	eegchannel	1100	350	0	good
+EEG013	EEG	V	eegchannel	1100	350	0	good
+EEG014	EEG	V	eegchannel	1100	350	0	good
+EEG015	EEG	V	eegchannel	1100	350	0	good
+EEG016	EEG	V	eegchannel	1100	350	0	good
+EEG017	EEG	V	eegchannel	1100	350	0	good
+EEG018	EEG	V	eegchannel	1100	350	0	good
+EEG019	EEG	V	eegchannel	1100	350	0	good
+EEG020	EEG	V	eegchannel	1100	350	0	good
+EEG021	EEG	V	eegchannel	1100	350	0	good
+EEG022	EEG	V	eegchannel	1100	350	0	good
+EEG023	EEG	V	eegchannel	1100	350	0	good
+EEG024	EEG	V	eegchannel	1100	350	0	good
+EEG025	EEG	V	eegchannel	1100	350	0	good
+EEG026	EEG	V	eegchannel	1100	350	0	good
+EEG027	EEG	V	eegchannel	1100	350	0	good
+EEG028	EEG	V	eegchannel	1100	350	0	good
+EEG029	EEG	V	eegchannel	1100	350	0	good
+EEG030	EEG	V	eegchannel	1100	350	0	good
+EEG031	EEG	V	eegchannel	1100	350	0	good
+EEG032	EEG	V	eegchannel	1100	350	0	good
+EEG033	EEG	V	eegchannel	1100	350	0	good
+EEG034	EEG	V	eegchannel	1100	350	0	good
+EEG035	EEG	V	eegchannel	1100	350	0	good
+EEG036	EEG	V	eegchannel	1100	350	0	good
+EEG037	EEG	V	eegchannel	1100	350	0	good
+EEG038	EEG	V	eegchannel	1100	350	0	good
+EEG039	EEG	V	eegchannel	1100	350	0	good
+EEG040	EEG	V	eegchannel	1100	350	0	good
+EEG041	EEG	V	eegchannel	1100	350	0	good
+EEG042	EEG	V	eegchannel	1100	350	0	good
+EEG043	EEG	V	eegchannel	1100	350	0	good
+EEG044	EEG	V	eegchannel	1100	350	0	good
+EEG045	EEG	V	eegchannel	1100	350	0	good
+EEG046	EEG	V	eegchannel	1100	350	0	good
+EEG047	EEG	V	eegchannel	1100	350	0	good
+EEG048	EEG	V	eegchannel	1100	350	0	good
+EEG049	EEG	V	eegchannel	1100	350	0	good
+EEG050	EEG	V	eegchannel	1100	350	0	good
+EEG051	EEG	V	eegchannel	1100	350	0	good
+EEG052	EEG	V	eegchannel	1100	350	0	good
+EEG053	EEG	V	eegchannel	1100	350	0	good
+EEG054	EEG	V	eegchannel	1100	350	0	good
+EEG055	EEG	V	eegchannel	1100	350	0	good
+EEG056	EEG	V	eegchannel	1100	350	0	good
+EEG057	EEG	V	eegchannel	1100	350	0	good
+EEG058	EEG	V	eegchannel	1100	350	0	good
+EEG059	EEG	V	eegchannel	1100	350	0	good
+EEG060	EEG	V	eegchannel	1100	350	0	good
+EEG061	HEOG	V	horizontaleog	1100	350	0	good
+EEG062	VEOG	V	verticaleog	1100	350	0	good
+EEG063	ECG	V	cardiac	1100	350	0	good
+EEG064	MISC	n/a	unused	1100	350	0	good
+EEG065	EEG	V	eegchannel	1100	350	0	good
+EEG066	EEG	V	eegchannel	1100	350	0	good
+EEG067	EEG	V	eegchannel	1100	350	0	good
+EEG068	EEG	V	eegchannel	1100	350	0	good
+EEG069	EEG	V	eegchannel	1100	350	0	good
+EEG070	EEG	V	eegchannel	1100	350	0	good
+EEG071	EEG	V	eegchannel	1100	350	0	good
+EEG072	EEG	V	eegchannel	1100	350	0	good
+EEG073	EEG	V	eegchannel	1100	350	0	good
+EEG074	EEG	V	eegchannel	1100	350	0	good
+STI101	TRIG	n/a	digitaltrigger	1100	Inf	0	good
+STI201	TRIG	n/a	othertrigger	1100	Inf	0	good
+STI301	TRIG	n/a	othertrigger	1100	Inf	0	good
+MISC201	MISC	n/a	n/a	1100	Inf	0	good
+MISC202	MISC	n/a	n/a	1100	Inf	0	good
+MISC203	MISC	n/a	n/a	1100	Inf	0	good
+MISC204	MISC	n/a	n/a	1100	Inf	0	good
+MISC205	MISC	n/a	n/a	1100	Inf	0	good
+MISC206	MISC	n/a	n/a	1100	Inf	0	good
+MISC301	MISC	n/a	n/a	1100	Inf	0	good
+MISC302	MISC	n/a	n/a	1100	Inf	0	good
+MISC303	MISC	n/a	n/a	1100	Inf	0	good
+MISC304	MISC	n/a	n/a	1100	Inf	0	good
+MISC305	MISC	n/a	n/a	1100	Inf	0	good
+MISC306	MISC	n/a	n/a	1100	Inf	0	good
+CHPI001	MISC	n/a	n/a	1100	Inf	0	good
+CHPI002	MISC	n/a	n/a	1100	Inf	0	good
+CHPI003	MISC	n/a	n/a	1100	Inf	0	good
+CHPI004	MISC	n/a	n/a	1100	Inf	0	good
+CHPI005	MISC	n/a	n/a	1100	Inf	0	good
+CHPI006	MISC	n/a	n/a	1100	Inf	0	good
+CHPI007	MISC	n/a	n/a	1100	Inf	0	good
+CHPI008	MISC	n/a	n/a	1100	Inf	0	good
+CHPI009	MISC	n/a	n/a	1100	Inf	0	good
diff --git a/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_run-1_eeg.json b/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_run-1_eeg.json
new file mode 100644
index 00000000..afc0c784
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_run-1_eeg.json
@@ -0,0 +1,26 @@
+{
+  "TaskName": "FacePerception",
+  "TaskDescription": "Subjects viewed stimuli on a screen during six, 7.5 minute runs. The stimuli were photographs of either a famous face (known to most of British or a scrambled face, and appeared for a random duration between 800 and 1,000 ms. Subjects were instructed to fixate centrally throughout the experiment. To ensure attention to each stimulus, participants were asked to press one of two keys with either their left or right index finger (assignment counter-balanced across participants). Their key-press was based on how symmetric they regarded each image: pressing one or the other key depending whether they thought the image was 'more' or 'less symmetric' than average.",
+  "InstitutionAddress": "15 Chaucer Road, Cambridge, UK",
+  "InstitutionName": "MRC Cognition & Brain Sciences Unit",
+  "EEGReference": "nose",
+  "EEGGround": "left collar bone",
+  "SamplingFrequency": 250,
+  "PowerLineFrequency": 50,
+  "SoftwareFilters": {
+    "LowPassFilter": {
+      "cutoff": "350 (Hz)"
+    }
+  },
+  "Manufacturer":"Brain Products",
+  "ManufacturersModelName":"BrainAmp DC",
+  "CapManufacturer":"EasyCap",
+  "CapManufacturersModelName":"M1-ext",
+  "EEGChannelCount":70,
+  "EOGChannelCount":2,
+  "ECGChannelCount":1,
+  "EMGChannelCount":0,
+  "MiscChannelCount":1,
+  "TriggerChannelCount":1,
+  "EEGPlacementScheme":"10 percent system"
+}
\ No newline at end of file
diff --git a/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_run-2_eeg.json b/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_run-2_eeg.json
new file mode 100644
index 00000000..afc0c784
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_run-2_eeg.json
@@ -0,0 +1,26 @@
+{
+  "TaskName": "FacePerception",
+  "TaskDescription": "Subjects viewed stimuli on a screen during six, 7.5 minute runs. The stimuli were photographs of either a famous face (known to most of British or a scrambled face, and appeared for a random duration between 800 and 1,000 ms. Subjects were instructed to fixate centrally throughout the experiment. To ensure attention to each stimulus, participants were asked to press one of two keys with either their left or right index finger (assignment counter-balanced across participants). Their key-press was based on how symmetric they regarded each image: pressing one or the other key depending whether they thought the image was 'more' or 'less symmetric' than average.",
+  "InstitutionAddress": "15 Chaucer Road, Cambridge, UK",
+  "InstitutionName": "MRC Cognition & Brain Sciences Unit",
+  "EEGReference": "nose",
+  "EEGGround": "left collar bone",
+  "SamplingFrequency": 250,
+  "PowerLineFrequency": 50,
+  "SoftwareFilters": {
+    "LowPassFilter": {
+      "cutoff": "350 (Hz)"
+    }
+  },
+  "Manufacturer":"Brain Products",
+  "ManufacturersModelName":"BrainAmp DC",
+  "CapManufacturer":"EasyCap",
+  "CapManufacturersModelName":"M1-ext",
+  "EEGChannelCount":70,
+  "EOGChannelCount":2,
+  "ECGChannelCount":1,
+  "EMGChannelCount":0,
+  "MiscChannelCount":1,
+  "TriggerChannelCount":1,
+  "EEGPlacementScheme":"10 percent system"
+}
\ No newline at end of file
diff --git a/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_run-2_electrodes.tsv b/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_run-2_electrodes.tsv
deleted file mode 100644
index db8cbdff..00000000
--- a/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_run-2_electrodes.tsv
+++ /dev/null
@@ -1,76 +0,0 @@
-name	x	y	z
-EEG001	-4.99	-6.78	3.15
-EEG002	0.21	11.07	3.11
-EEG003	3.85	-6.68	3.55
-EEG004	-4.87	8.69	2.71
-EEG005	-2.96	10.43	5.27
-EEG006	0.18	10.92	6.23
-EEG007	3.47	10.48	5.48
-EEG008	5.37	8.84	3.18
-EEG009	-5.92	6.56	3.09
-EEG010	-5.52	7.75	5.26
-EEG011	-4.50	8.34	7.22
-EEG012	-2.33	8.84	8.82
-EEG013	-0.00	9.16	9.42
-EEG014	2.24	8.47	9.46
-EEG015	4.60	8.22	7.87
-EEG016	5.93	7.54	6.07
-EEG017	6.46	6.44	3.68
-EEG018	-7.43	3.31	0.85
-EEG019	-6.57	4.16	3.50
-EEG020	-6.41	5.25	6.42
-EEG021	-5.25	5.74	8.98
-EEG022	-2.98	6.08	10.71
-EEG023	-0.15	5.93	11.57
-EEG024	2.77	5.53	11.14
-EEG025	5.28	5.38	9.62
-EEG026	6.94	4.73	7.06
-EEG027	7.30	3.63	4.39
-EEG028	6.94	3.48	1.19
-EEG029	-6.94	1.46	1.05
-EEG030	-7.30	1.49	4.29
-EEG031	-7.06	2.46	7.41
-EEG032	-5.99	2.87	10.14
-EEG033	-3.32	3.08	12.15
-EEG034	-0.36	2.82	12.95
-EEG035	2.88	2.89	12.36
-EEG036	5.25	2.39	10.88
-EEG037	7.07	1.77	8.10
-EEG038	7.52	0.82	4.70
-EEG039	7.11	0.75	1.36
-EEG040	-7.24	-2.69	1.91
-EEG041	-7.30	-1.59	5.19
-EEG042	-6.94	-0.71	8.25
-EEG043	-5.80	-0.18	10.95
-EEG044	-3.49	-0.05	12.75
-EEG045	-0.45	-0.57	13.43
-EEG046	2.63	-0.39	12.91
-EEG047	5.15	-0.75	11.12
-EEG048	6.49	-1.01	8.60
-EEG049	6.82	-2.14	5.47
-EEG050	6.85	-2.73	2.43
-EEG051	-6.38	-4.53	2.72
-EEG052	-6.67	-3.77	6.00
-EEG053	-6.26	-3.43	8.34
-EEG054	-5.00	-3.23	10.48
-EEG055	-3.30	-3.12	11.88
-EEG056	-0.46	-3.40	12.08
-EEG057	2.15	-3.15	11.94
-EEG058	3.88	-3.42	10.34
-EEG059	5.06	-3.73	8.27
-EEG060	5.68	-4.50	5.90
-EEG061	n/a	n/a	n/a
-EEG062	n/a	n/a	n/a
-EEG063	n/a	n/a	n/a
-EEG064	n/a	n/a	n/a
-EEG065	5.56	-4.76	3.04
-EEG066	-5.50	-5.68	6.60
-EEG067	-3.80	-5.53	9.31
-EEG068	-0.59	-5.74	9.84
-EEG069	2.41	-5.45	9.06
-EEG070	3.79	-5.87	6.60
-EEG071	-3.35	-6.99	7.06
-EEG072	-0.53	-7.50	6.99
-EEG073	1.70	-7.07	7.15
-EEG074	-0.53	-8.16	3.37
-STI101	n/a	n/a	n/a
diff --git a/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_run-3_eeg.json b/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_run-3_eeg.json
new file mode 100644
index 00000000..afc0c784
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_run-3_eeg.json
@@ -0,0 +1,26 @@
+{
+  "TaskName": "FacePerception",
+  "TaskDescription": "Subjects viewed stimuli on a screen during six, 7.5 minute runs. The stimuli were photographs of either a famous face (known to most of British or a scrambled face, and appeared for a random duration between 800 and 1,000 ms. Subjects were instructed to fixate centrally throughout the experiment. To ensure attention to each stimulus, participants were asked to press one of two keys with either their left or right index finger (assignment counter-balanced across participants). Their key-press was based on how symmetric they regarded each image: pressing one or the other key depending whether they thought the image was 'more' or 'less symmetric' than average.",
+  "InstitutionAddress": "15 Chaucer Road, Cambridge, UK",
+  "InstitutionName": "MRC Cognition & Brain Sciences Unit",
+  "EEGReference": "nose",
+  "EEGGround": "left collar bone",
+  "SamplingFrequency": 250,
+  "PowerLineFrequency": 50,
+  "SoftwareFilters": {
+    "LowPassFilter": {
+      "cutoff": "350 (Hz)"
+    }
+  },
+  "Manufacturer":"Brain Products",
+  "ManufacturersModelName":"BrainAmp DC",
+  "CapManufacturer":"EasyCap",
+  "CapManufacturersModelName":"M1-ext",
+  "EEGChannelCount":70,
+  "EOGChannelCount":2,
+  "ECGChannelCount":1,
+  "EMGChannelCount":0,
+  "MiscChannelCount":1,
+  "TriggerChannelCount":1,
+  "EEGPlacementScheme":"10 percent system"
+}
\ No newline at end of file
diff --git a/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_run-3_electrodes.tsv b/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_run-3_electrodes.tsv
deleted file mode 100644
index db8cbdff..00000000
--- a/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/eeg/sub-004_ses-1_task-FacePerception_run-3_electrodes.tsv
+++ /dev/null
@@ -1,76 +0,0 @@
-name	x	y	z
-EEG001	-4.99	-6.78	3.15
-EEG002	0.21	11.07	3.11
-EEG003	3.85	-6.68	3.55
-EEG004	-4.87	8.69	2.71
-EEG005	-2.96	10.43	5.27
-EEG006	0.18	10.92	6.23
-EEG007	3.47	10.48	5.48
-EEG008	5.37	8.84	3.18
-EEG009	-5.92	6.56	3.09
-EEG010	-5.52	7.75	5.26
-EEG011	-4.50	8.34	7.22
-EEG012	-2.33	8.84	8.82
-EEG013	-0.00	9.16	9.42
-EEG014	2.24	8.47	9.46
-EEG015	4.60	8.22	7.87
-EEG016	5.93	7.54	6.07
-EEG017	6.46	6.44	3.68
-EEG018	-7.43	3.31	0.85
-EEG019	-6.57	4.16	3.50
-EEG020	-6.41	5.25	6.42
-EEG021	-5.25	5.74	8.98
-EEG022	-2.98	6.08	10.71
-EEG023	-0.15	5.93	11.57
-EEG024	2.77	5.53	11.14
-EEG025	5.28	5.38	9.62
-EEG026	6.94	4.73	7.06
-EEG027	7.30	3.63	4.39
-EEG028	6.94	3.48	1.19
-EEG029	-6.94	1.46	1.05
-EEG030	-7.30	1.49	4.29
-EEG031	-7.06	2.46	7.41
-EEG032	-5.99	2.87	10.14
-EEG033	-3.32	3.08	12.15
-EEG034	-0.36	2.82	12.95
-EEG035	2.88	2.89	12.36
-EEG036	5.25	2.39	10.88
-EEG037	7.07	1.77	8.10
-EEG038	7.52	0.82	4.70
-EEG039	7.11	0.75	1.36
-EEG040	-7.24	-2.69	1.91
-EEG041	-7.30	-1.59	5.19
-EEG042	-6.94	-0.71	8.25
-EEG043	-5.80	-0.18	10.95
-EEG044	-3.49	-0.05	12.75
-EEG045	-0.45	-0.57	13.43
-EEG046	2.63	-0.39	12.91
-EEG047	5.15	-0.75	11.12
-EEG048	6.49	-1.01	8.60
-EEG049	6.82	-2.14	5.47
-EEG050	6.85	-2.73	2.43
-EEG051	-6.38	-4.53	2.72
-EEG052	-6.67	-3.77	6.00
-EEG053	-6.26	-3.43	8.34
-EEG054	-5.00	-3.23	10.48
-EEG055	-3.30	-3.12	11.88
-EEG056	-0.46	-3.40	12.08
-EEG057	2.15	-3.15	11.94
-EEG058	3.88	-3.42	10.34
-EEG059	5.06	-3.73	8.27
-EEG060	5.68	-4.50	5.90
-EEG061	n/a	n/a	n/a
-EEG062	n/a	n/a	n/a
-EEG063	n/a	n/a	n/a
-EEG064	n/a	n/a	n/a
-EEG065	5.56	-4.76	3.04
-EEG066	-5.50	-5.68	6.60
-EEG067	-3.80	-5.53	9.31
-EEG068	-0.59	-5.74	9.84
-EEG069	2.41	-5.45	9.06
-EEG070	3.79	-5.87	6.60
-EEG071	-3.35	-6.99	7.06
-EEG072	-0.53	-7.50	6.99
-EEG073	1.70	-7.07	7.15
-EEG074	-0.53	-8.16	3.37
-STI101	n/a	n/a	n/a
diff --git a/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/sub-004_ses-1_task-FacePerception_channels.tsv b/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/sub-004_ses-1_task-FacePerception_channels.tsv
deleted file mode 100644
index b29b8c7c..00000000
--- a/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/sub-004_ses-1_task-FacePerception_channels.tsv
+++ /dev/null
@@ -1,405 +0,0 @@
-name	type	units	description	sampling_frequency	high_cutoff	low_cutoff	notch	software_filters	status
-MEG0113	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0112	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0111	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0122	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0123	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0121	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0132	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0133	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0131	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0143	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0142	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0141	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0213	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0212	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0211	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0222	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0223	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0221	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0232	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0233	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0231	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0243	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0242	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0241	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0313	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0312	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0311	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0322	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0323	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0321	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0333	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0332	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0331	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0343	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0342	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0341	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0413	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0412	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0411	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0422	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0423	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0421	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0432	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0433	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0431	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0443	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0442	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0441	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0513	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0512	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0511	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0523	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0522	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0521	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0532	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0533	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0531	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0542	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0543	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0541	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0613	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0612	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0611	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0622	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0623	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0621	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0633	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0632	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0631	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0642	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0643	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0641	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0713	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0712	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0711	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0723	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0722	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0721	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0733	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0732	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0731	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0743	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0742	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0741	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0813	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0812	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0811	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0822	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0823	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0821	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0913	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0912	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0911	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0923	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0922	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0921	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0932	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0933	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0931	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG0942	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0943	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG0941	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1013	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1012	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1011	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1023	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1022	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1021	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1032	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1033	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1031	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1043	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1042	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1041	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1112	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1113	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1111	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1123	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1122	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1121	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1133	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1132	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1131	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1142	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1143	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1141	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1213	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1212	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1211	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1223	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1222	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1221	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1232	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1233	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1231	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1243	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1242	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1241	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1312	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1313	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1311	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1323	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1322	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1321	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1333	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1332	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1331	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1342	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1343	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1341	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1412	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1413	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1411	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1423	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1422	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1421	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1433	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1432	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1431	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1442	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1443	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1441	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1512	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1513	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1511	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1522	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1523	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1521	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1533	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1532	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1531	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1543	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1542	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1541	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1613	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1612	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1611	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1622	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1623	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1621	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1632	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1633	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1631	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1643	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1642	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1641	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1713	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1712	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1711	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1722	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1723	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1721	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1732	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1733	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1731	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1743	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1742	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1741	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1813	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1812	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1811	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1822	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1823	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1821	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1832	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1833	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1831	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1843	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1842	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1841	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1912	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1913	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1911	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1923	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1922	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1921	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1932	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1933	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1931	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG1943	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1942	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG1941	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2013	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2012	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2011	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2023	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2022	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2021	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2032	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2033	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2031	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2042	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2043	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2041	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2113	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2112	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2111	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2122	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2123	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2121	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2133	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2132	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2131	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2143	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2142	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2141	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2212	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2213	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2211	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2223	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2222	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2221	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2233	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2232	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2231	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2242	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2243	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2241	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2312	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2313	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2311	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2323	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2322	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2321	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2332	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2333	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2331	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2343	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2342	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2341	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2412	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2413	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2411	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2423	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2422	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2421	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2433	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2432	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2431	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2442	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2443	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2441	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2512	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2513	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2511	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2522	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2523	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2521	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2533	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2532	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2531	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2543	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2542	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2541	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2612	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2613	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2611	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2623	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2622	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2621	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2633	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2632	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2631	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-MEG2642	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2643	MEGGRADPLANAR	T/m	planar_gradiometer	1100	350	0	n/a	n/a	good
-MEG2641	MEGMAG	T	magnetometer	1100	350	0	n/a	n/a	good
-EEG001	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG002	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG003	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG004	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG005	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG006	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG007	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG008	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG009	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG010	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG011	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG012	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG013	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG014	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG015	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG016	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG017	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG018	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG019	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG020	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG021	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG022	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG023	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG024	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG025	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG026	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG027	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG028	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG029	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG030	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG031	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG032	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG033	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG034	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG035	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG036	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG037	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG038	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG039	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG040	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG041	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG042	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG043	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG044	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG045	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG046	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG047	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG048	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG049	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG050	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG051	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG052	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG053	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG054	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG055	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG056	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG057	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG058	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG059	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG060	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG061	HEOG	V	horizontaleog	1100	350	0	n/a	n/a	good
-EEG062	VEOG	V	verticaleog	1100	350	0	n/a	n/a	good
-EEG063	ECG	V	cardiac	1100	350	0	n/a	n/a	good
-EEG064	MISC	n/a	unused	1100	350	0	n/a	n/a	good
-EEG065	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG066	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG067	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG068	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG069	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG070	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG071	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG072	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG073	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-EEG074	EEG	V	eegchannel	1100	350	0	n/a	n/a	good
-STI101	TRIG	n/a	digitaltrigger	1100	Inf	0	n/a	n/a	good
-STI201	TRIG	n/a	othertrigger	1100	Inf	0	n/a	n/a	good
-STI301	TRIG	n/a	othertrigger	1100	Inf	0	n/a	n/a	good
-MISC201	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-MISC202	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-MISC203	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-MISC204	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-MISC205	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-MISC206	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-MISC301	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-MISC302	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-MISC303	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-MISC304	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-MISC305	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-MISC306	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-CHPI001	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-CHPI002	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-CHPI003	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-CHPI004	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-CHPI005	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-CHPI006	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-CHPI007	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-CHPI008	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
-CHPI009	MISC	n/a	n/a	1100	Inf	0	n/a	n/a	good
diff --git a/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/sub-004_ses-1_task-FacePerception_coordsystem.json b/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/sub-004_ses-1_task-FacePerception_coordsystem.json
deleted file mode 100644
index 65b137ba..00000000
--- a/datasets/eeg_ds003645s_hed_demo/sub-004/ses-1/sub-004_ses-1_task-FacePerception_coordsystem.json
+++ /dev/null
@@ -1,32 +0,0 @@
-{
- "MEGCoordinateSystem": "ElektaNeuromag",
- "MEGCoordinateUnits": "mm",
- "MEGCoordinateSystemDescription": "VectorView: 102 Magnetometers, 204 Planar Gradiometers",
- "EEGCoordinateSystem": "ElektaNeuromag",
- "EEGCoordinateUnits": "mm",
- "EEGCoordinateSystemDescription": "70 Easycap sites, roughly corresponding to extended 10-20 system: see http://imaging.mrc-cbu.cam.ac.uk/meg/VectorviewDescription#EEGlabels",
- "DigitizedHeadPoints": "sub-03_ses-meg_headshape.pos",
- "DigitizedHeadPointsCoordinateSystem": "ElektaNeuromag",
- "DigitizedHeadPointsCoordinateUnits": "mm",
- "DigitizedHeadPointsCoordinateSystemDescription": "Headpoints include arcs of points along front of head and around nose, as well as centre of 70 EEG electrodes spread across scalp, which also help define headshape. Beware that nose points can bias coregistration with MRI if MRI image does not include all of the nose.",
- "IntendedFor": "sub-03/ses-mri/anat/sub-03_ses-mri_acq-mprage_T1w.nii.gz",
- "AnatomicalLandmarkCoordinates": {
-  "LPA": [-72.22,0,0],
-  "RPA": [73.09,0,0],
-  "Nasion": [0,103.36,0]
- },
- "AnatomicalLandmarkCoordinateSystem": "ElektaNeuromag",
- "AnatomicalLandmarkCoordinateUnits": "mm",
- "AnatomicalLandmarkCoordinateSystemDescription": "For images of anatomical landmarks, see http://imaging.mrc-cbu.cam.ac.uk/meg/SubjectPreparation",
- "HeadCoilCoordinates": {
-  "coil1": [65.342471,53.080231,85.634947],
-  "coil2": [11.447336,112.851411,49.127419],
-  "coil3": [-26.197823,12.873024,132.480085],
-  "coil4": [7.265404,-71.17334,85.38489800000001],
-  "coil5": [-74.338607,8.732499000000001,83.603069]
- },
- "HeadCoilCoordinateSystem": "ElektaNeuromag",
- "HeadCoilCoordinateUnits": "mm",
- "HeadCoilCoordinateSystemDescription": "5 HPI coils used",
- "FiducialsDescription": "For images of anatomical landmarks, see http://imaging.mrc-cbu.cam.ac.uk/meg/SubjectPreparation"
-}
diff --git a/datasets/eeg_ds003645s_hed/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv b/datasets/eeg_ds003645s_hed_library/sub-002/eeg/sub-002_task-FacePerception_channels.tsv
similarity index 100%
rename from datasets/eeg_ds003645s_hed/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv
rename to datasets/eeg_ds003645s_hed_library/sub-002/eeg/sub-002_task-FacePerception_channels.tsv
diff --git a/datasets/eeg_ds003645s_hed_library/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv b/datasets/eeg_ds003645s_hed_library/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_library/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
-name	type	units
-MEG0113	MISC	n/a
-MEG0112	MISC	n/a
-MEG0111	MISC	n/a
-MEG0122	MISC	n/a
-MEG0123	MISC	n/a
-MEG0121	MISC	n/a
-MEG0132	MISC	n/a
-MEG0133	MISC	n/a
-MEG0131	MISC	n/a
-MEG0143	MISC	n/a
-MEG0142	MISC	n/a
-MEG0141	MISC	n/a
-MEG0213	MISC	n/a
-MEG0212	MISC	n/a
-MEG0211	MISC	n/a
-MEG0222	MISC	n/a
-MEG0223	MISC	n/a
-MEG0221	MISC	n/a
-MEG0232	MISC	n/a
-MEG0233	MISC	n/a
-MEG0231	MISC	n/a
-MEG0243	MISC	n/a
-MEG0242	MISC	n/a
-MEG0241	MISC	n/a
-MEG0313	MISC	n/a
-MEG0312	MISC	n/a
-MEG0311	MISC	n/a
-MEG0322	MISC	n/a
-MEG0323	MISC	n/a
-MEG0321	MISC	n/a
-MEG0333	MISC	n/a
-MEG0332	MISC	n/a
-MEG0331	MISC	n/a
-MEG0343	MISC	n/a
-MEG0342	MISC	n/a
-MEG0341	MISC	n/a
-MEG0413	MISC	n/a
-MEG0412	MISC	n/a
-MEG0411	MISC	n/a
-MEG0422	MISC	n/a
-MEG0423	MISC	n/a
-MEG0421	MISC	n/a
-MEG0432	MISC	n/a
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diff --git a/datasets/eeg_ds003645s_hed_library/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv b/datasets/eeg_ds003645s_hed_library/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_library/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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diff --git a/datasets/eeg_ds003645s_hed_library/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv b/datasets/eeg_ds003645s_hed_library/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_library/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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diff --git a/datasets/eeg_ds003645s_hed/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv b/datasets/eeg_ds003645s_hed_library/sub-003/eeg/sub-003_task-FacePerception_channels.tsv
similarity index 100%
rename from datasets/eeg_ds003645s_hed/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv
rename to datasets/eeg_ds003645s_hed_library/sub-003/eeg/sub-003_task-FacePerception_channels.tsv
diff --git a/datasets/eeg_ds003645s_hed_library/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv b/datasets/eeg_ds003645s_hed_library/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_library/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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diff --git a/datasets/eeg_ds003645s_hed_library/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv b/datasets/eeg_ds003645s_hed_library/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_library/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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diff --git a/datasets/eeg_ds003645s_hed_library/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv b/datasets/eeg_ds003645s_hed_library/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_library/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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diff --git a/datasets/eeg_ds003645s_hed/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv b/datasets/eeg_ds003645s_hed_partnered/sub-002/eeg/sub-002_task-FacePerception_channels.tsv
similarity index 100%
rename from datasets/eeg_ds003645s_hed/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv
rename to datasets/eeg_ds003645s_hed_partnered/sub-002/eeg/sub-002_task-FacePerception_channels.tsv
diff --git a/datasets/eeg_ds003645s_hed_partnered/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv b/datasets/eeg_ds003645s_hed_partnered/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_partnered/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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-MEG2013	MISC	n/a
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-MEG2023	MISC	n/a
-MEG2022	MISC	n/a
-MEG2021	MISC	n/a
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-MEG2031	MISC	n/a
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-EEG001	EEG	microV
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-EEG061	HEOG	n/a
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-EEG072	EEG	microV
-EEG073	EEG	microV
-EEG074	EEG	microV
-STI101	n/a	n/a
diff --git a/datasets/eeg_ds003645s_hed_partnered/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv b/datasets/eeg_ds003645s_hed_partnered/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_partnered/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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diff --git a/datasets/eeg_ds003645s_hed_partnered/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv b/datasets/eeg_ds003645s_hed_partnered/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_partnered/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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diff --git a/datasets/eeg_ds003645s_hed/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv b/datasets/eeg_ds003645s_hed_partnered/sub-003/eeg/sub-003_task-FacePerception_channels.tsv
similarity index 100%
rename from datasets/eeg_ds003645s_hed/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv
rename to datasets/eeg_ds003645s_hed_partnered/sub-003/eeg/sub-003_task-FacePerception_channels.tsv
diff --git a/datasets/eeg_ds003645s_hed_partnered/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv b/datasets/eeg_ds003645s_hed_partnered/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_partnered/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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-MEG1931	MISC	n/a
-MEG1943	MISC	n/a
-MEG1942	MISC	n/a
-MEG1941	MISC	n/a
-MEG2013	MISC	n/a
-MEG2012	MISC	n/a
-MEG2011	MISC	n/a
-MEG2023	MISC	n/a
-MEG2022	MISC	n/a
-MEG2021	MISC	n/a
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-MEG2031	MISC	n/a
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-MEG2113	MISC	n/a
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-EEG001	EEG	microV
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-EEG061	HEOG	n/a
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-EEG072	EEG	microV
-EEG073	EEG	microV
-EEG074	EEG	microV
-STI101	n/a	n/a
diff --git a/datasets/eeg_ds003645s_hed_partnered/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv b/datasets/eeg_ds003645s_hed_partnered/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_partnered/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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diff --git a/datasets/eeg_ds003645s_hed_partnered/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv b/datasets/eeg_ds003645s_hed_partnered/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_partnered/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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diff --git a/datasets/eeg_ds003645s_hed_column/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_channels.tsv
similarity index 100%
rename from datasets/eeg_ds003645s_hed_column/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv
rename to datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_channels.tsv
diff --git a/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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-EEG073	EEG	microV
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-STI101	n/a	n/a
diff --git a/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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diff --git a/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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diff --git a/datasets/eeg_ds003645s_hed_column/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_channels.tsv
similarity index 100%
rename from datasets/eeg_ds003645s_hed_column/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv
rename to datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_channels.tsv
diff --git a/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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-EEG001	EEG	microV
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-EEG073	EEG	microV
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-STI101	n/a	n/a
diff --git a/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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diff --git a/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv
deleted file mode 100644
index 3020ecb7..00000000
--- a/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv
+++ /dev/null
@@ -1,382 +0,0 @@
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diff --git a/datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-2_coordsystem.json b/datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_coordsystem.json
similarity index 100%
rename from datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-2_coordsystem.json
rename to datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_coordsystem.json
diff --git a/datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-1_electrodes.tsv b/datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_electrodes.tsv
similarity index 100%
rename from datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-1_electrodes.tsv
rename to datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_electrodes.tsv
diff --git a/datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-1_channels.tsv b/datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_channels.tsv
similarity index 100%
rename from datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-1_channels.tsv
rename to datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_channels.tsv
diff --git a/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-1_coordsystem.json b/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_coordsystem.json
similarity index 100%
rename from datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-1_coordsystem.json
rename to datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_coordsystem.json
diff --git a/datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-2_electrodes.tsv b/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_electrodes.tsv
similarity index 100%
rename from datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-2_electrodes.tsv
rename to datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_electrodes.tsv
diff --git a/datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-2_channels.tsv b/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_channels.tsv
similarity index 100%
rename from datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-2_channels.tsv
rename to datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_channels.tsv
diff --git a/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-1_channels.tsv b/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-1_channels.tsv
deleted file mode 100644
index e67a7aac..00000000
--- a/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-1_channels.tsv
+++ /dev/null
@@ -1,75 +0,0 @@
-name	type	units	sampling_frequency	description
-Fp1	EEG	uV	1024	n/a
-AF7	EEG	uV	1024	n/a
-AF3	EEG	uV	1024	n/a
-F1	EEG	uV	1024	n/a
-F3	EEG	uV	1024	n/a
-F5	EEG	uV	1024	n/a
-F7	EEG	uV	1024	n/a
-FT7	EEG	uV	1024	n/a
-FC5	EEG	uV	1024	n/a
-FC3	EEG	uV	1024	n/a
-FC1	EEG	uV	1024	n/a
-C1	EEG	uV	1024	n/a
-C3	EEG	uV	1024	n/a
-C5	EEG	uV	1024	n/a
-T7	EEG	uV	1024	n/a
-TP7	EEG	uV	1024	n/a
-CP5	EEG	uV	1024	n/a
-CP3	EEG	uV	1024	n/a
-CP1	EEG	uV	1024	n/a
-P1	EEG	uV	1024	n/a
-P3	EEG	uV	1024	n/a
-P5	EEG	uV	1024	n/a
-P7	EEG	uV	1024	n/a
-P9	EEG	uV	1024	n/a
-PO7	EEG	uV	1024	n/a
-PO3	EEG	uV	1024	n/a
-O1	EEG	uV	1024	n/a
-Iz	EEG	uV	1024	n/a
-Oz	EEG	uV	1024	n/a
-POz	EEG	uV	1024	n/a
-Pz	EEG	uV	1024	n/a
-CPz	EEG	uV	1024	n/a
-Fpz	EEG	uV	1024	n/a
-Fp2	EEG	uV	1024	n/a
-AF8	EEG	uV	1024	n/a
-AF4	EEG	uV	1024	n/a
-AFz	EEG	uV	1024	n/a
-Fz	EEG	uV	1024	n/a
-F2	EEG	uV	1024	n/a
-F4	EEG	uV	1024	n/a
-F6	EEG	uV	1024	n/a
-F8	EEG	uV	1024	n/a
-FT8	EEG	uV	1024	n/a
-FC6	EEG	uV	1024	n/a
-FC4	EEG	uV	1024	n/a
-FC2	EEG	uV	1024	n/a
-FCz	EEG	uV	1024	n/a
-Cz	EEG	uV	1024	n/a
-C2	EEG	uV	1024	n/a
-C4	EEG	uV	1024	n/a
-C6	EEG	uV	1024	n/a
-T8	EEG	uV	1024	n/a
-TP8	EEG	uV	1024	n/a
-CP6	EEG	uV	1024	n/a
-CP4	EEG	uV	1024	n/a
-CP2	EEG	uV	1024	n/a
-P2	EEG	uV	1024	n/a
-P4	EEG	uV	1024	n/a
-P6	EEG	uV	1024	n/a
-P8	EEG	uV	1024	n/a
-P10	EEG	uV	1024	n/a
-PO8	EEG	uV	1024	n/a
-PO4	EEG	uV	1024	n/a
-O2	EEG	uV	1024	n/a
-LHEOG	EOG	uV	1024	Left horizontal EOG
-RHEOG	EOG	uV	1024	Right horizontal EOG
-UVEOG	EOG	uV	1024	Upper vertical EOG
-LVEOG	EOG	uV	1024	Lower vertical EOG
-LMAST	MISC	uV	1024	Left mastoid
-RMAST	MISC	uV	1024	Right mastoid
-LN	OTHER	n/a	1024	Lane deviation from center line in meters.
-ANG	OTHER	n/a	1024	Steering wheel deviation angle in degrees.
-SP	OTHER	n/a	1024	Vehicle speed in mph.
-SD	OTHER	n/a	1024	Vehicle speed deviation.
diff --git a/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-1_electrodes.tsv b/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-1_electrodes.tsv
deleted file mode 100644
index df76b136..00000000
--- a/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-1_electrodes.tsv
+++ /dev/null
@@ -1,75 +0,0 @@
-name	x	y	z
-Fp1	0.950000	0.309000	-0.035000
-AF7	0.809000	0.587000	-0.035000
-AF3	0.871000	0.406000	0.276000
-F1	0.710000	0.287000	0.643000
-F3	0.673000	0.545000	0.500000
-F5	0.634000	0.729000	0.259000
-F7	0.587000	0.809000	-0.035000
-FT7	0.309000	0.950000	-0.035000
-FC5	0.341000	0.888000	0.309000
-FC3	0.360000	0.676000	0.643000
-FC1	0.375000	0.375000	0.848000
-C1	0.000000	0.391000	0.921000
-C3	0.000000	0.719000	0.695000
-C5	0.000000	0.934000	0.358000
-T7	0.000000	0.999000	-0.035000
-TP7	-0.309000	0.950000	-0.035000
-CP5	-0.341000	0.888000	0.309000
-CP3	-0.360000	0.676000	0.643000
-CP1	-0.375000	0.375000	0.848000
-P1	-0.710000	0.287000	0.643000
-P3	-0.673000	0.545000	0.500000
-P5	-0.634000	0.729000	0.259000
-P7	-0.587000	0.809000	-0.035000
-P9	-0.533000	0.733000	-0.423000
-PO7	-0.809000	0.587000	-0.035000
-PO3	-0.871000	0.406000	0.276000
-O1	-0.950000	0.309000	-0.035000
-Iz	-0.906000	-0.000000	-0.423000
-Oz	-0.999000	-0.000000	-0.035000
-POz	-0.934000	-0.000000	0.358000
-Pz	-0.719000	-0.000000	0.695000
-CPz	-0.391000	-0.000000	0.921000
-Fpz	0.999000	-0.000000	-0.035000
-Fp2	0.950000	-0.309000	-0.035000
-AF8	0.809000	-0.587000	-0.035000
-AF4	0.871000	-0.406000	0.276000
-AFz	0.934000	-0.000000	0.358000
-Fz	0.719000	-0.000000	0.695000
-F2	0.710000	-0.287000	0.643000
-F4	0.673000	-0.545000	0.500000
-F6	0.634000	-0.729000	0.259000
-F8	0.587000	-0.809000	-0.035000
-FT8	0.309000	-0.950000	-0.035000
-FC6	0.341000	-0.888000	0.309000
-FC4	0.360000	-0.676000	0.643000
-FC2	0.375000	-0.375000	0.848000
-FCz	0.391000	-0.000000	0.921000
-Cz	0.000000	0.000000	1.000000
-C2	0.000000	-0.391000	0.921000
-C4	0.000000	-0.719000	0.695000
-C6	0.000000	-0.934000	0.358000
-T8	0.000000	-0.999000	-0.035000
-TP8	-0.309000	-0.950000	-0.035000
-CP6	-0.341000	-0.888000	0.309000
-CP4	-0.360000	-0.676000	0.643000
-CP2	-0.375000	-0.375000	0.848000
-P2	-0.710000	-0.287000	0.643000
-P4	-0.673000	-0.545000	0.500000
-P6	-0.634000	-0.729000	0.259000
-P8	-0.587000	-0.809000	-0.035000
-P10	-0.533000	-0.733000	-0.423000
-PO8	-0.809000	-0.587000	-0.035000
-PO4	-0.871000	-0.406000	0.276000
-O2	-0.950000	-0.309000	-0.035000
-LHEOG	n/a	n/a	n/a
-RHEOG	n/a	n/a	n/a
-UVEOG	n/a	n/a	n/a
-LVEOG	n/a	n/a	n/a
-LMAST	n/a	n/a	n/a
-RMAST	n/a	n/a	n/a
-LN	n/a	n/a	n/a
-ANG	n/a	n/a	n/a
-SP	n/a	n/a	n/a
-SD	n/a	n/a	n/a
diff --git a/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-2_channels.tsv b/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-2_channels.tsv
deleted file mode 100644
index e67a7aac..00000000
--- a/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-2_channels.tsv
+++ /dev/null
@@ -1,75 +0,0 @@
-name	type	units	sampling_frequency	description
-Fp1	EEG	uV	1024	n/a
-AF7	EEG	uV	1024	n/a
-AF3	EEG	uV	1024	n/a
-F1	EEG	uV	1024	n/a
-F3	EEG	uV	1024	n/a
-F5	EEG	uV	1024	n/a
-F7	EEG	uV	1024	n/a
-FT7	EEG	uV	1024	n/a
-FC5	EEG	uV	1024	n/a
-FC3	EEG	uV	1024	n/a
-FC1	EEG	uV	1024	n/a
-C1	EEG	uV	1024	n/a
-C3	EEG	uV	1024	n/a
-C5	EEG	uV	1024	n/a
-T7	EEG	uV	1024	n/a
-TP7	EEG	uV	1024	n/a
-CP5	EEG	uV	1024	n/a
-CP3	EEG	uV	1024	n/a
-CP1	EEG	uV	1024	n/a
-P1	EEG	uV	1024	n/a
-P3	EEG	uV	1024	n/a
-P5	EEG	uV	1024	n/a
-P7	EEG	uV	1024	n/a
-P9	EEG	uV	1024	n/a
-PO7	EEG	uV	1024	n/a
-PO3	EEG	uV	1024	n/a
-O1	EEG	uV	1024	n/a
-Iz	EEG	uV	1024	n/a
-Oz	EEG	uV	1024	n/a
-POz	EEG	uV	1024	n/a
-Pz	EEG	uV	1024	n/a
-CPz	EEG	uV	1024	n/a
-Fpz	EEG	uV	1024	n/a
-Fp2	EEG	uV	1024	n/a
-AF8	EEG	uV	1024	n/a
-AF4	EEG	uV	1024	n/a
-AFz	EEG	uV	1024	n/a
-Fz	EEG	uV	1024	n/a
-F2	EEG	uV	1024	n/a
-F4	EEG	uV	1024	n/a
-F6	EEG	uV	1024	n/a
-F8	EEG	uV	1024	n/a
-FT8	EEG	uV	1024	n/a
-FC6	EEG	uV	1024	n/a
-FC4	EEG	uV	1024	n/a
-FC2	EEG	uV	1024	n/a
-FCz	EEG	uV	1024	n/a
-Cz	EEG	uV	1024	n/a
-C2	EEG	uV	1024	n/a
-C4	EEG	uV	1024	n/a
-C6	EEG	uV	1024	n/a
-T8	EEG	uV	1024	n/a
-TP8	EEG	uV	1024	n/a
-CP6	EEG	uV	1024	n/a
-CP4	EEG	uV	1024	n/a
-CP2	EEG	uV	1024	n/a
-P2	EEG	uV	1024	n/a
-P4	EEG	uV	1024	n/a
-P6	EEG	uV	1024	n/a
-P8	EEG	uV	1024	n/a
-P10	EEG	uV	1024	n/a
-PO8	EEG	uV	1024	n/a
-PO4	EEG	uV	1024	n/a
-O2	EEG	uV	1024	n/a
-LHEOG	EOG	uV	1024	Left horizontal EOG
-RHEOG	EOG	uV	1024	Right horizontal EOG
-UVEOG	EOG	uV	1024	Upper vertical EOG
-LVEOG	EOG	uV	1024	Lower vertical EOG
-LMAST	MISC	uV	1024	Left mastoid
-RMAST	MISC	uV	1024	Right mastoid
-LN	OTHER	n/a	1024	Lane deviation from center line in meters.
-ANG	OTHER	n/a	1024	Steering wheel deviation angle in degrees.
-SP	OTHER	n/a	1024	Vehicle speed in mph.
-SD	OTHER	n/a	1024	Vehicle speed deviation.
diff --git a/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-2_electrodes.tsv b/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-2_electrodes.tsv
deleted file mode 100644
index df76b136..00000000
--- a/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-2_electrodes.tsv
+++ /dev/null
@@ -1,75 +0,0 @@
-name	x	y	z
-Fp1	0.950000	0.309000	-0.035000
-AF7	0.809000	0.587000	-0.035000
-AF3	0.871000	0.406000	0.276000
-F1	0.710000	0.287000	0.643000
-F3	0.673000	0.545000	0.500000
-F5	0.634000	0.729000	0.259000
-F7	0.587000	0.809000	-0.035000
-FT7	0.309000	0.950000	-0.035000
-FC5	0.341000	0.888000	0.309000
-FC3	0.360000	0.676000	0.643000
-FC1	0.375000	0.375000	0.848000
-C1	0.000000	0.391000	0.921000
-C3	0.000000	0.719000	0.695000
-C5	0.000000	0.934000	0.358000
-T7	0.000000	0.999000	-0.035000
-TP7	-0.309000	0.950000	-0.035000
-CP5	-0.341000	0.888000	0.309000
-CP3	-0.360000	0.676000	0.643000
-CP1	-0.375000	0.375000	0.848000
-P1	-0.710000	0.287000	0.643000
-P3	-0.673000	0.545000	0.500000
-P5	-0.634000	0.729000	0.259000
-P7	-0.587000	0.809000	-0.035000
-P9	-0.533000	0.733000	-0.423000
-PO7	-0.809000	0.587000	-0.035000
-PO3	-0.871000	0.406000	0.276000
-O1	-0.950000	0.309000	-0.035000
-Iz	-0.906000	-0.000000	-0.423000
-Oz	-0.999000	-0.000000	-0.035000
-POz	-0.934000	-0.000000	0.358000
-Pz	-0.719000	-0.000000	0.695000
-CPz	-0.391000	-0.000000	0.921000
-Fpz	0.999000	-0.000000	-0.035000
-Fp2	0.950000	-0.309000	-0.035000
-AF8	0.809000	-0.587000	-0.035000
-AF4	0.871000	-0.406000	0.276000
-AFz	0.934000	-0.000000	0.358000
-Fz	0.719000	-0.000000	0.695000
-F2	0.710000	-0.287000	0.643000
-F4	0.673000	-0.545000	0.500000
-F6	0.634000	-0.729000	0.259000
-F8	0.587000	-0.809000	-0.035000
-FT8	0.309000	-0.950000	-0.035000
-FC6	0.341000	-0.888000	0.309000
-FC4	0.360000	-0.676000	0.643000
-FC2	0.375000	-0.375000	0.848000
-FCz	0.391000	-0.000000	0.921000
-Cz	0.000000	0.000000	1.000000
-C2	0.000000	-0.391000	0.921000
-C4	0.000000	-0.719000	0.695000
-C6	0.000000	-0.934000	0.358000
-T8	0.000000	-0.999000	-0.035000
-TP8	-0.309000	-0.950000	-0.035000
-CP6	-0.341000	-0.888000	0.309000
-CP4	-0.360000	-0.676000	0.643000
-CP2	-0.375000	-0.375000	0.848000
-P2	-0.710000	-0.287000	0.643000
-P4	-0.673000	-0.545000	0.500000
-P6	-0.634000	-0.729000	0.259000
-P8	-0.587000	-0.809000	-0.035000
-P10	-0.533000	-0.733000	-0.423000
-PO8	-0.809000	-0.587000	-0.035000
-PO4	-0.871000	-0.406000	0.276000
-O2	-0.950000	-0.309000	-0.035000
-LHEOG	n/a	n/a	n/a
-RHEOG	n/a	n/a	n/a
-UVEOG	n/a	n/a	n/a
-LVEOG	n/a	n/a	n/a
-LMAST	n/a	n/a	n/a
-RMAST	n/a	n/a	n/a
-LN	n/a	n/a	n/a
-ANG	n/a	n/a	n/a
-SP	n/a	n/a	n/a
-SD	n/a	n/a	n/a
diff --git a/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-2_coordsystem.json b/datasets/eeg_ds004106s_hed/sub-01/ses-01/eeg/sub-01_ses-01_coordsystem.json
similarity index 100%
rename from datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-2_coordsystem.json
rename to datasets/eeg_ds004106s_hed/sub-01/ses-01/eeg/sub-01_ses-01_coordsystem.json
diff --git a/datasets/eeg_ds004106s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-GuardDuty_run-1_electrodes.tsv b/datasets/eeg_ds004106s_hed/sub-01/ses-01/eeg/sub-01_ses-01_electrodes.tsv
similarity index 100%
rename from datasets/eeg_ds004106s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-GuardDuty_run-1_electrodes.tsv
rename to datasets/eeg_ds004106s_hed/sub-01/ses-01/eeg/sub-01_ses-01_electrodes.tsv
diff --git a/datasets/eeg_ds004106s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-GuardDuty_run-1_channels.tsv b/datasets/eeg_ds004106s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-GuardDuty_channels.tsv
similarity index 100%
rename from datasets/eeg_ds004106s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-GuardDuty_run-1_channels.tsv
rename to datasets/eeg_ds004106s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-GuardDuty_channels.tsv
diff --git a/datasets/eeg_ds004106s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-GuardDuty_run-1_coordsystem.json b/datasets/eeg_ds004106s_hed/sub-02/ses-01/eeg/sub-02_ses-01_coordsystem.json
similarity index 100%
rename from datasets/eeg_ds004106s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-GuardDuty_run-1_coordsystem.json
rename to datasets/eeg_ds004106s_hed/sub-02/ses-01/eeg/sub-02_ses-01_coordsystem.json
diff --git a/datasets/eeg_ds004106s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-GuardDuty_run-1_electrodes.tsv b/datasets/eeg_ds004106s_hed/sub-02/ses-01/eeg/sub-02_ses-01_electrodes.tsv
similarity index 100%
rename from datasets/eeg_ds004106s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-GuardDuty_run-1_electrodes.tsv
rename to datasets/eeg_ds004106s_hed/sub-02/ses-01/eeg/sub-02_ses-01_electrodes.tsv
diff --git a/datasets/eeg_ds004106s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-GuardDuty_run-1_channels.tsv b/datasets/eeg_ds004106s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-GuardDuty_channels.tsv
similarity index 100%
rename from datasets/eeg_ds004106s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-GuardDuty_run-1_channels.tsv
rename to datasets/eeg_ds004106s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-GuardDuty_channels.tsv
diff --git a/datasets/eeg_ds004106s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-GuardDuty_run-1_coordsystem.json b/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_coordsystem.json
similarity index 100%
rename from datasets/eeg_ds004106s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-GuardDuty_run-1_coordsystem.json
rename to datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_coordsystem.json
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-1_electrodes.tsv b/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_electrodes.tsv
similarity index 100%
rename from datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-1_electrodes.tsv
rename to datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_electrodes.tsv
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-1_channels.tsv b/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_channels.tsv
similarity index 100%
rename from datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-1_channels.tsv
rename to datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_channels.tsv
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-2_coordsystem.json b/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-2_coordsystem.json
deleted file mode 100644
index 564b4373..00000000
--- a/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-2_coordsystem.json
+++ /dev/null
@@ -1 +0,0 @@
-{"EEGCoordinateUnits": "n/a", "EEGCoordinateSystem": "CTF", "EEGCoordinateSystemDescription": "EEGLAB"}
\ No newline at end of file
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-3_channels.tsv b/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-3_channels.tsv
deleted file mode 100644
index 8ae999a4..00000000
--- a/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-3_channels.tsv
+++ /dev/null
@@ -1,72 +0,0 @@
-name	type	units
-FP1	EEG	microV
-FPZ	EEG	microV
-FP2	EEG	microV
-AF7	EEG	microV
-AF3	EEG	microV
-AFZ	EEG	microV
-AF4	EEG	microV
-AF8	EEG	microV
-F9	EEG	microV
-F7	EEG	microV
-F5	EEG	microV
-F3	EEG	microV
-F1	EEG	microV
-FZ	EEG	microV
-F2	EEG	microV
-F4	EEG	microV
-F6	EEG	microV
-F8	EEG	microV
-F10	EEG	microV
-FT9	EEG	microV
-FT7	EEG	microV
-FC5	EEG	microV
-FC3	EEG	microV
-FC1	EEG	microV
-FCZ	EEG	microV
-FC2	EEG	microV
-FC4	EEG	microV
-FC6	EEG	microV
-FT8	EEG	microV
-FT10	EEG	microV
-T7	EEG	microV
-C5	EEG	microV
-C3	EEG	microV
-C1	EEG	microV
-CZ	EEG	microV
-C2	EEG	microV
-C4	EEG	microV
-C6	EEG	microV
-T8	EEG	microV
-TP9	EEG	microV
-TP7	EEG	microV
-CP5	EEG	microV
-CP3	EEG	microV
-CP1	EEG	microV
-CPZ	EEG	microV
-CP2	EEG	microV
-CP4	EEG	microV
-CP6	EEG	microV
-TP8	EEG	microV
-TP10	EEG	microV
-P7	EEG	microV
-P5	EEG	microV
-P3	EEG	microV
-P1	EEG	microV
-PZ	EEG	microV
-P2	EEG	microV
-P4	EEG	microV
-P6	EEG	microV
-P8	EEG	microV
-PO9	EEG	microV
-PO7	EEG	microV
-PO3	EEG	microV
-POZ	EEG	microV
-PO4	EEG	microV
-PO8	EEG	microV
-PO10	EEG	microV
-O1	EEG	microV
-OZ	EEG	microV
-O2	EEG	microV
-LEYE	EOG	microV
-REYE	EOG	microV
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-3_coordsystem.json b/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-3_coordsystem.json
deleted file mode 100644
index 564b4373..00000000
--- a/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-3_coordsystem.json
+++ /dev/null
@@ -1 +0,0 @@
-{"EEGCoordinateUnits": "n/a", "EEGCoordinateSystem": "CTF", "EEGCoordinateSystemDescription": "EEGLAB"}
\ No newline at end of file
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-3_electrodes.tsv b/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-3_electrodes.tsv
deleted file mode 100644
index 92eba2bc..00000000
--- a/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-3_electrodes.tsv
+++ /dev/null
@@ -1,72 +0,0 @@
-name	x	y	z
-FP1	0.950400	0.307447	-0.047075
-FPZ	0.999779	-0.000000	-0.021016
-FP2	0.950400	-0.307447	-0.047075
-AF7	0.808131	0.584817	-0.070094
-AF3	0.895916	0.370386	0.245250
-AFZ	0.929707	-0.000000	0.368300
-AF4	0.895916	-0.370386	0.245250
-AF8	0.808481	-0.584340	-0.070032
-F9	0.523344	0.702453	-0.482359
-F7	0.586723	0.804981	-0.088102
-F5	0.635738	0.741859	0.213266
-F3	0.677066	0.567060	0.469068
-F1	0.704860	0.306379	0.639769
-FZ	0.714575	-0.000000	0.699559
-F2	0.704399	-0.306179	0.640372
-F4	0.677459	-0.566383	0.469317
-F6	0.635602	-0.741701	0.214217
-F8	0.587370	-0.804512	-0.088070
-F10	0.523344	-0.702453	-0.482359
-FT9	0.274136	0.824420	-0.495158
-FT7	0.308323	0.945999	-0.100112
-FC5	0.338385	0.897025	0.284327
-FC3	0.364178	0.697349	0.617316
-FC1	0.381596	0.380598	0.842336
-FCZ	0.387380	-0.000000	0.921920
-FC2	0.381596	-0.380598	0.842336
-FC4	0.364178	-0.697349	0.617316
-FC6	0.338385	-0.897025	0.284327
-FT8	0.308323	-0.945999	-0.100112
-FT10	0.274136	-0.824420	-0.495158
-T7	0.000000	0.994572	-0.104049
-C5	0.000000	0.950959	0.309316
-C3	0.000000	0.743194	0.669076
-C1	0.000000	0.406325	0.913729
-CZ	0.000000	-0.000000	1.000000
-C2	0.000000	-0.407158	0.913358
-C4	0.000000	-0.743152	0.669123
-C6	0.000000	-0.950959	0.309316
-T8	0.000000	-0.994572	-0.104049
-TP9	-0.274093	0.824434	-0.495158
-TP7	-0.308290	0.946010	-0.100112
-CP5	-0.338416	0.897013	0.284327
-CP3	-0.364117	0.697381	0.617316
-CP1	-0.381563	0.380632	0.842336
-CPZ	-0.387380	-0.000000	0.921920
-CP2	-0.381563	-0.380632	0.842336
-CP4	-0.364117	-0.697381	0.617316
-CP6	-0.338416	-0.897013	0.284327
-TP8	-0.309282	-0.945690	-0.100080
-TP10	-0.274093	-0.824434	-0.495158
-P7	-0.586765	0.804950	-0.088102
-P5	-0.635673	0.741915	0.213266
-P3	-0.677037	0.567095	0.469068
-P1	-0.704876	0.306342	0.639769
-PZ	-0.714575	-0.000000	0.699559
-P2	-0.704415	-0.306142	0.640372
-P4	-0.677429	-0.566419	0.469317
-P6	-0.635538	-0.741757	0.214217
-P8	-0.587328	-0.804543	-0.088070
-PO9	-0.723570	0.512506	-0.462368
-PO7	-0.808151	0.584789	-0.070094
-PO3	-0.895923	0.370371	0.245250
-POZ	-0.929707	-0.000000	0.368300
-PO4	-0.895923	-0.370371	0.245250
-PO8	-0.808461	-0.584368	-0.070032
-PO10	-0.724058	-0.512093	-0.462061
-O1	-0.950379	0.307514	-0.047075
-OZ	-0.999779	-0.000000	-0.021016
-O2	-0.950379	-0.307514	-0.047075
-LEYE	0.670689	0.674304	-0.309017
-REYE	0.809995	-0.295999	-0.506254
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-4_channels.tsv b/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-4_channels.tsv
deleted file mode 100644
index 8ae999a4..00000000
--- a/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-4_channels.tsv
+++ /dev/null
@@ -1,72 +0,0 @@
-name	type	units
-FP1	EEG	microV
-FPZ	EEG	microV
-FP2	EEG	microV
-AF7	EEG	microV
-AF3	EEG	microV
-AFZ	EEG	microV
-AF4	EEG	microV
-AF8	EEG	microV
-F9	EEG	microV
-F7	EEG	microV
-F5	EEG	microV
-F3	EEG	microV
-F1	EEG	microV
-FZ	EEG	microV
-F2	EEG	microV
-F4	EEG	microV
-F6	EEG	microV
-F8	EEG	microV
-F10	EEG	microV
-FT9	EEG	microV
-FT7	EEG	microV
-FC5	EEG	microV
-FC3	EEG	microV
-FC1	EEG	microV
-FCZ	EEG	microV
-FC2	EEG	microV
-FC4	EEG	microV
-FC6	EEG	microV
-FT8	EEG	microV
-FT10	EEG	microV
-T7	EEG	microV
-C5	EEG	microV
-C3	EEG	microV
-C1	EEG	microV
-CZ	EEG	microV
-C2	EEG	microV
-C4	EEG	microV
-C6	EEG	microV
-T8	EEG	microV
-TP9	EEG	microV
-TP7	EEG	microV
-CP5	EEG	microV
-CP3	EEG	microV
-CP1	EEG	microV
-CPZ	EEG	microV
-CP2	EEG	microV
-CP4	EEG	microV
-CP6	EEG	microV
-TP8	EEG	microV
-TP10	EEG	microV
-P7	EEG	microV
-P5	EEG	microV
-P3	EEG	microV
-P1	EEG	microV
-PZ	EEG	microV
-P2	EEG	microV
-P4	EEG	microV
-P6	EEG	microV
-P8	EEG	microV
-PO9	EEG	microV
-PO7	EEG	microV
-PO3	EEG	microV
-POZ	EEG	microV
-PO4	EEG	microV
-PO8	EEG	microV
-PO10	EEG	microV
-O1	EEG	microV
-OZ	EEG	microV
-O2	EEG	microV
-LEYE	EOG	microV
-REYE	EOG	microV
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-4_coordsystem.json b/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-4_coordsystem.json
deleted file mode 100644
index 564b4373..00000000
--- a/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-4_coordsystem.json
+++ /dev/null
@@ -1 +0,0 @@
-{"EEGCoordinateUnits": "n/a", "EEGCoordinateSystem": "CTF", "EEGCoordinateSystemDescription": "EEGLAB"}
\ No newline at end of file
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-4_electrodes.tsv b/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-4_electrodes.tsv
deleted file mode 100644
index 92eba2bc..00000000
--- a/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-4_electrodes.tsv
+++ /dev/null
@@ -1,72 +0,0 @@
-name	x	y	z
-FP1	0.950400	0.307447	-0.047075
-FPZ	0.999779	-0.000000	-0.021016
-FP2	0.950400	-0.307447	-0.047075
-AF7	0.808131	0.584817	-0.070094
-AF3	0.895916	0.370386	0.245250
-AFZ	0.929707	-0.000000	0.368300
-AF4	0.895916	-0.370386	0.245250
-AF8	0.808481	-0.584340	-0.070032
-F9	0.523344	0.702453	-0.482359
-F7	0.586723	0.804981	-0.088102
-F5	0.635738	0.741859	0.213266
-F3	0.677066	0.567060	0.469068
-F1	0.704860	0.306379	0.639769
-FZ	0.714575	-0.000000	0.699559
-F2	0.704399	-0.306179	0.640372
-F4	0.677459	-0.566383	0.469317
-F6	0.635602	-0.741701	0.214217
-F8	0.587370	-0.804512	-0.088070
-F10	0.523344	-0.702453	-0.482359
-FT9	0.274136	0.824420	-0.495158
-FT7	0.308323	0.945999	-0.100112
-FC5	0.338385	0.897025	0.284327
-FC3	0.364178	0.697349	0.617316
-FC1	0.381596	0.380598	0.842336
-FCZ	0.387380	-0.000000	0.921920
-FC2	0.381596	-0.380598	0.842336
-FC4	0.364178	-0.697349	0.617316
-FC6	0.338385	-0.897025	0.284327
-FT8	0.308323	-0.945999	-0.100112
-FT10	0.274136	-0.824420	-0.495158
-T7	0.000000	0.994572	-0.104049
-C5	0.000000	0.950959	0.309316
-C3	0.000000	0.743194	0.669076
-C1	0.000000	0.406325	0.913729
-CZ	0.000000	-0.000000	1.000000
-C2	0.000000	-0.407158	0.913358
-C4	0.000000	-0.743152	0.669123
-C6	0.000000	-0.950959	0.309316
-T8	0.000000	-0.994572	-0.104049
-TP9	-0.274093	0.824434	-0.495158
-TP7	-0.308290	0.946010	-0.100112
-CP5	-0.338416	0.897013	0.284327
-CP3	-0.364117	0.697381	0.617316
-CP1	-0.381563	0.380632	0.842336
-CPZ	-0.387380	-0.000000	0.921920
-CP2	-0.381563	-0.380632	0.842336
-CP4	-0.364117	-0.697381	0.617316
-CP6	-0.338416	-0.897013	0.284327
-TP8	-0.309282	-0.945690	-0.100080
-TP10	-0.274093	-0.824434	-0.495158
-P7	-0.586765	0.804950	-0.088102
-P5	-0.635673	0.741915	0.213266
-P3	-0.677037	0.567095	0.469068
-P1	-0.704876	0.306342	0.639769
-PZ	-0.714575	-0.000000	0.699559
-P2	-0.704415	-0.306142	0.640372
-P4	-0.677429	-0.566419	0.469317
-P6	-0.635538	-0.741757	0.214217
-P8	-0.587328	-0.804543	-0.088070
-PO9	-0.723570	0.512506	-0.462368
-PO7	-0.808151	0.584789	-0.070094
-PO3	-0.895923	0.370371	0.245250
-POZ	-0.929707	-0.000000	0.368300
-PO4	-0.895923	-0.370371	0.245250
-PO8	-0.808461	-0.584368	-0.070032
-PO10	-0.724058	-0.512093	-0.462061
-O1	-0.950379	0.307514	-0.047075
-OZ	-0.999779	-0.000000	-0.021016
-O2	-0.950379	-0.307514	-0.047075
-LEYE	0.670689	0.674304	-0.309017
-REYE	0.809995	-0.295999	-0.506254
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-1_coordsystem.json b/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_coordsystem.json
similarity index 100%
rename from datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-1_coordsystem.json
rename to datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_coordsystem.json
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-2_electrodes.tsv b/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_electrodes.tsv
similarity index 100%
rename from datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-2_electrodes.tsv
rename to datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_electrodes.tsv
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-2_channels.tsv b/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_channels.tsv
similarity index 100%
rename from datasets/eeg_ds004117s_hed_sternberg/sub-001/ses-01/eeg/sub-001_ses-01_task-WorkingMemory_run-2_channels.tsv
rename to datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_channels.tsv
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-1_channels.tsv b/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-1_channels.tsv
deleted file mode 100644
index 8ae999a4..00000000
--- a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-1_channels.tsv
+++ /dev/null
@@ -1,72 +0,0 @@
-name	type	units
-FP1	EEG	microV
-FPZ	EEG	microV
-FP2	EEG	microV
-AF7	EEG	microV
-AF3	EEG	microV
-AFZ	EEG	microV
-AF4	EEG	microV
-AF8	EEG	microV
-F9	EEG	microV
-F7	EEG	microV
-F5	EEG	microV
-F3	EEG	microV
-F1	EEG	microV
-FZ	EEG	microV
-F2	EEG	microV
-F4	EEG	microV
-F6	EEG	microV
-F8	EEG	microV
-F10	EEG	microV
-FT9	EEG	microV
-FT7	EEG	microV
-FC5	EEG	microV
-FC3	EEG	microV
-FC1	EEG	microV
-FCZ	EEG	microV
-FC2	EEG	microV
-FC4	EEG	microV
-FC6	EEG	microV
-FT8	EEG	microV
-FT10	EEG	microV
-T7	EEG	microV
-C5	EEG	microV
-C3	EEG	microV
-C1	EEG	microV
-CZ	EEG	microV
-C2	EEG	microV
-C4	EEG	microV
-C6	EEG	microV
-T8	EEG	microV
-TP9	EEG	microV
-TP7	EEG	microV
-CP5	EEG	microV
-CP3	EEG	microV
-CP1	EEG	microV
-CPZ	EEG	microV
-CP2	EEG	microV
-CP4	EEG	microV
-CP6	EEG	microV
-TP8	EEG	microV
-TP10	EEG	microV
-P7	EEG	microV
-P5	EEG	microV
-P3	EEG	microV
-P1	EEG	microV
-PZ	EEG	microV
-P2	EEG	microV
-P4	EEG	microV
-P6	EEG	microV
-P8	EEG	microV
-PO9	EEG	microV
-PO7	EEG	microV
-PO3	EEG	microV
-POZ	EEG	microV
-PO4	EEG	microV
-PO8	EEG	microV
-PO10	EEG	microV
-O1	EEG	microV
-OZ	EEG	microV
-O2	EEG	microV
-LEYE	EOG	microV
-REYE	EOG	microV
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-1_coordsystem.json b/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-1_coordsystem.json
deleted file mode 100644
index 564b4373..00000000
--- a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-1_coordsystem.json
+++ /dev/null
@@ -1 +0,0 @@
-{"EEGCoordinateUnits": "n/a", "EEGCoordinateSystem": "CTF", "EEGCoordinateSystemDescription": "EEGLAB"}
\ No newline at end of file
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-1_electrodes.tsv b/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-1_electrodes.tsv
deleted file mode 100644
index 92eba2bc..00000000
--- a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-1_electrodes.tsv
+++ /dev/null
@@ -1,72 +0,0 @@
-name	x	y	z
-FP1	0.950400	0.307447	-0.047075
-FPZ	0.999779	-0.000000	-0.021016
-FP2	0.950400	-0.307447	-0.047075
-AF7	0.808131	0.584817	-0.070094
-AF3	0.895916	0.370386	0.245250
-AFZ	0.929707	-0.000000	0.368300
-AF4	0.895916	-0.370386	0.245250
-AF8	0.808481	-0.584340	-0.070032
-F9	0.523344	0.702453	-0.482359
-F7	0.586723	0.804981	-0.088102
-F5	0.635738	0.741859	0.213266
-F3	0.677066	0.567060	0.469068
-F1	0.704860	0.306379	0.639769
-FZ	0.714575	-0.000000	0.699559
-F2	0.704399	-0.306179	0.640372
-F4	0.677459	-0.566383	0.469317
-F6	0.635602	-0.741701	0.214217
-F8	0.587370	-0.804512	-0.088070
-F10	0.523344	-0.702453	-0.482359
-FT9	0.274136	0.824420	-0.495158
-FT7	0.308323	0.945999	-0.100112
-FC5	0.338385	0.897025	0.284327
-FC3	0.364178	0.697349	0.617316
-FC1	0.381596	0.380598	0.842336
-FCZ	0.387380	-0.000000	0.921920
-FC2	0.381596	-0.380598	0.842336
-FC4	0.364178	-0.697349	0.617316
-FC6	0.338385	-0.897025	0.284327
-FT8	0.308323	-0.945999	-0.100112
-FT10	0.274136	-0.824420	-0.495158
-T7	0.000000	0.994572	-0.104049
-C5	0.000000	0.950959	0.309316
-C3	0.000000	0.743194	0.669076
-C1	0.000000	0.406325	0.913729
-CZ	0.000000	-0.000000	1.000000
-C2	0.000000	-0.407158	0.913358
-C4	0.000000	-0.743152	0.669123
-C6	0.000000	-0.950959	0.309316
-T8	0.000000	-0.994572	-0.104049
-TP9	-0.274093	0.824434	-0.495158
-TP7	-0.308290	0.946010	-0.100112
-CP5	-0.338416	0.897013	0.284327
-CP3	-0.364117	0.697381	0.617316
-CP1	-0.381563	0.380632	0.842336
-CPZ	-0.387380	-0.000000	0.921920
-CP2	-0.381563	-0.380632	0.842336
-CP4	-0.364117	-0.697381	0.617316
-CP6	-0.338416	-0.897013	0.284327
-TP8	-0.309282	-0.945690	-0.100080
-TP10	-0.274093	-0.824434	-0.495158
-P7	-0.586765	0.804950	-0.088102
-P5	-0.635673	0.741915	0.213266
-P3	-0.677037	0.567095	0.469068
-P1	-0.704876	0.306342	0.639769
-PZ	-0.714575	-0.000000	0.699559
-P2	-0.704415	-0.306142	0.640372
-P4	-0.677429	-0.566419	0.469317
-P6	-0.635538	-0.741757	0.214217
-P8	-0.587328	-0.804543	-0.088070
-PO9	-0.723570	0.512506	-0.462368
-PO7	-0.808151	0.584789	-0.070094
-PO3	-0.895923	0.370371	0.245250
-POZ	-0.929707	-0.000000	0.368300
-PO4	-0.895923	-0.370371	0.245250
-PO8	-0.808461	-0.584368	-0.070032
-PO10	-0.724058	-0.512093	-0.462061
-O1	-0.950379	0.307514	-0.047075
-OZ	-0.999779	-0.000000	-0.021016
-O2	-0.950379	-0.307514	-0.047075
-LEYE	0.670689	0.674304	-0.309017
-REYE	0.809995	-0.295999	-0.506254
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-2_channels.tsv b/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-2_channels.tsv
deleted file mode 100644
index 8ae999a4..00000000
--- a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-2_channels.tsv
+++ /dev/null
@@ -1,72 +0,0 @@
-name	type	units
-FP1	EEG	microV
-FPZ	EEG	microV
-FP2	EEG	microV
-AF7	EEG	microV
-AF3	EEG	microV
-AFZ	EEG	microV
-AF4	EEG	microV
-AF8	EEG	microV
-F9	EEG	microV
-F7	EEG	microV
-F5	EEG	microV
-F3	EEG	microV
-F1	EEG	microV
-FZ	EEG	microV
-F2	EEG	microV
-F4	EEG	microV
-F6	EEG	microV
-F8	EEG	microV
-F10	EEG	microV
-FT9	EEG	microV
-FT7	EEG	microV
-FC5	EEG	microV
-FC3	EEG	microV
-FC1	EEG	microV
-FCZ	EEG	microV
-FC2	EEG	microV
-FC4	EEG	microV
-FC6	EEG	microV
-FT8	EEG	microV
-FT10	EEG	microV
-T7	EEG	microV
-C5	EEG	microV
-C3	EEG	microV
-C1	EEG	microV
-CZ	EEG	microV
-C2	EEG	microV
-C4	EEG	microV
-C6	EEG	microV
-T8	EEG	microV
-TP9	EEG	microV
-TP7	EEG	microV
-CP5	EEG	microV
-CP3	EEG	microV
-CP1	EEG	microV
-CPZ	EEG	microV
-CP2	EEG	microV
-CP4	EEG	microV
-CP6	EEG	microV
-TP8	EEG	microV
-TP10	EEG	microV
-P7	EEG	microV
-P5	EEG	microV
-P3	EEG	microV
-P1	EEG	microV
-PZ	EEG	microV
-P2	EEG	microV
-P4	EEG	microV
-P6	EEG	microV
-P8	EEG	microV
-PO9	EEG	microV
-PO7	EEG	microV
-PO3	EEG	microV
-POZ	EEG	microV
-PO4	EEG	microV
-PO8	EEG	microV
-PO10	EEG	microV
-O1	EEG	microV
-OZ	EEG	microV
-O2	EEG	microV
-LEYE	EOG	microV
-REYE	EOG	microV
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-2_coordsystem.json b/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-2_coordsystem.json
deleted file mode 100644
index 564b4373..00000000
--- a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-2_coordsystem.json
+++ /dev/null
@@ -1 +0,0 @@
-{"EEGCoordinateUnits": "n/a", "EEGCoordinateSystem": "CTF", "EEGCoordinateSystemDescription": "EEGLAB"}
\ No newline at end of file
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-2_electrodes.tsv b/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-2_electrodes.tsv
deleted file mode 100644
index 92eba2bc..00000000
--- a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-2_electrodes.tsv
+++ /dev/null
@@ -1,72 +0,0 @@
-name	x	y	z
-FP1	0.950400	0.307447	-0.047075
-FPZ	0.999779	-0.000000	-0.021016
-FP2	0.950400	-0.307447	-0.047075
-AF7	0.808131	0.584817	-0.070094
-AF3	0.895916	0.370386	0.245250
-AFZ	0.929707	-0.000000	0.368300
-AF4	0.895916	-0.370386	0.245250
-AF8	0.808481	-0.584340	-0.070032
-F9	0.523344	0.702453	-0.482359
-F7	0.586723	0.804981	-0.088102
-F5	0.635738	0.741859	0.213266
-F3	0.677066	0.567060	0.469068
-F1	0.704860	0.306379	0.639769
-FZ	0.714575	-0.000000	0.699559
-F2	0.704399	-0.306179	0.640372
-F4	0.677459	-0.566383	0.469317
-F6	0.635602	-0.741701	0.214217
-F8	0.587370	-0.804512	-0.088070
-F10	0.523344	-0.702453	-0.482359
-FT9	0.274136	0.824420	-0.495158
-FT7	0.308323	0.945999	-0.100112
-FC5	0.338385	0.897025	0.284327
-FC3	0.364178	0.697349	0.617316
-FC1	0.381596	0.380598	0.842336
-FCZ	0.387380	-0.000000	0.921920
-FC2	0.381596	-0.380598	0.842336
-FC4	0.364178	-0.697349	0.617316
-FC6	0.338385	-0.897025	0.284327
-FT8	0.308323	-0.945999	-0.100112
-FT10	0.274136	-0.824420	-0.495158
-T7	0.000000	0.994572	-0.104049
-C5	0.000000	0.950959	0.309316
-C3	0.000000	0.743194	0.669076
-C1	0.000000	0.406325	0.913729
-CZ	0.000000	-0.000000	1.000000
-C2	0.000000	-0.407158	0.913358
-C4	0.000000	-0.743152	0.669123
-C6	0.000000	-0.950959	0.309316
-T8	0.000000	-0.994572	-0.104049
-TP9	-0.274093	0.824434	-0.495158
-TP7	-0.308290	0.946010	-0.100112
-CP5	-0.338416	0.897013	0.284327
-CP3	-0.364117	0.697381	0.617316
-CP1	-0.381563	0.380632	0.842336
-CPZ	-0.387380	-0.000000	0.921920
-CP2	-0.381563	-0.380632	0.842336
-CP4	-0.364117	-0.697381	0.617316
-CP6	-0.338416	-0.897013	0.284327
-TP8	-0.309282	-0.945690	-0.100080
-TP10	-0.274093	-0.824434	-0.495158
-P7	-0.586765	0.804950	-0.088102
-P5	-0.635673	0.741915	0.213266
-P3	-0.677037	0.567095	0.469068
-P1	-0.704876	0.306342	0.639769
-PZ	-0.714575	-0.000000	0.699559
-P2	-0.704415	-0.306142	0.640372
-P4	-0.677429	-0.566419	0.469317
-P6	-0.635538	-0.741757	0.214217
-P8	-0.587328	-0.804543	-0.088070
-PO9	-0.723570	0.512506	-0.462368
-PO7	-0.808151	0.584789	-0.070094
-PO3	-0.895923	0.370371	0.245250
-POZ	-0.929707	-0.000000	0.368300
-PO4	-0.895923	-0.370371	0.245250
-PO8	-0.808461	-0.584368	-0.070032
-PO10	-0.724058	-0.512093	-0.462061
-O1	-0.950379	0.307514	-0.047075
-OZ	-0.999779	-0.000000	-0.021016
-O2	-0.950379	-0.307514	-0.047075
-LEYE	0.670689	0.674304	-0.309017
-REYE	0.809995	-0.295999	-0.506254
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-3_channels.tsv b/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-3_channels.tsv
deleted file mode 100644
index 8ae999a4..00000000
--- a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-3_channels.tsv
+++ /dev/null
@@ -1,72 +0,0 @@
-name	type	units
-FP1	EEG	microV
-FPZ	EEG	microV
-FP2	EEG	microV
-AF7	EEG	microV
-AF3	EEG	microV
-AFZ	EEG	microV
-AF4	EEG	microV
-AF8	EEG	microV
-F9	EEG	microV
-F7	EEG	microV
-F5	EEG	microV
-F3	EEG	microV
-F1	EEG	microV
-FZ	EEG	microV
-F2	EEG	microV
-F4	EEG	microV
-F6	EEG	microV
-F8	EEG	microV
-F10	EEG	microV
-FT9	EEG	microV
-FT7	EEG	microV
-FC5	EEG	microV
-FC3	EEG	microV
-FC1	EEG	microV
-FCZ	EEG	microV
-FC2	EEG	microV
-FC4	EEG	microV
-FC6	EEG	microV
-FT8	EEG	microV
-FT10	EEG	microV
-T7	EEG	microV
-C5	EEG	microV
-C3	EEG	microV
-C1	EEG	microV
-CZ	EEG	microV
-C2	EEG	microV
-C4	EEG	microV
-C6	EEG	microV
-T8	EEG	microV
-TP9	EEG	microV
-TP7	EEG	microV
-CP5	EEG	microV
-CP3	EEG	microV
-CP1	EEG	microV
-CPZ	EEG	microV
-CP2	EEG	microV
-CP4	EEG	microV
-CP6	EEG	microV
-TP8	EEG	microV
-TP10	EEG	microV
-P7	EEG	microV
-P5	EEG	microV
-P3	EEG	microV
-P1	EEG	microV
-PZ	EEG	microV
-P2	EEG	microV
-P4	EEG	microV
-P6	EEG	microV
-P8	EEG	microV
-PO9	EEG	microV
-PO7	EEG	microV
-PO3	EEG	microV
-POZ	EEG	microV
-PO4	EEG	microV
-PO8	EEG	microV
-PO10	EEG	microV
-O1	EEG	microV
-OZ	EEG	microV
-O2	EEG	microV
-LEYE	EOG	microV
-REYE	EOG	microV
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-3_coordsystem.json b/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-3_coordsystem.json
deleted file mode 100644
index 564b4373..00000000
--- a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-3_coordsystem.json
+++ /dev/null
@@ -1 +0,0 @@
-{"EEGCoordinateUnits": "n/a", "EEGCoordinateSystem": "CTF", "EEGCoordinateSystemDescription": "EEGLAB"}
\ No newline at end of file
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-3_electrodes.tsv b/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-3_electrodes.tsv
deleted file mode 100644
index 92eba2bc..00000000
--- a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-3_electrodes.tsv
+++ /dev/null
@@ -1,72 +0,0 @@
-name	x	y	z
-FP1	0.950400	0.307447	-0.047075
-FPZ	0.999779	-0.000000	-0.021016
-FP2	0.950400	-0.307447	-0.047075
-AF7	0.808131	0.584817	-0.070094
-AF3	0.895916	0.370386	0.245250
-AFZ	0.929707	-0.000000	0.368300
-AF4	0.895916	-0.370386	0.245250
-AF8	0.808481	-0.584340	-0.070032
-F9	0.523344	0.702453	-0.482359
-F7	0.586723	0.804981	-0.088102
-F5	0.635738	0.741859	0.213266
-F3	0.677066	0.567060	0.469068
-F1	0.704860	0.306379	0.639769
-FZ	0.714575	-0.000000	0.699559
-F2	0.704399	-0.306179	0.640372
-F4	0.677459	-0.566383	0.469317
-F6	0.635602	-0.741701	0.214217
-F8	0.587370	-0.804512	-0.088070
-F10	0.523344	-0.702453	-0.482359
-FT9	0.274136	0.824420	-0.495158
-FT7	0.308323	0.945999	-0.100112
-FC5	0.338385	0.897025	0.284327
-FC3	0.364178	0.697349	0.617316
-FC1	0.381596	0.380598	0.842336
-FCZ	0.387380	-0.000000	0.921920
-FC2	0.381596	-0.380598	0.842336
-FC4	0.364178	-0.697349	0.617316
-FC6	0.338385	-0.897025	0.284327
-FT8	0.308323	-0.945999	-0.100112
-FT10	0.274136	-0.824420	-0.495158
-T7	0.000000	0.994572	-0.104049
-C5	0.000000	0.950959	0.309316
-C3	0.000000	0.743194	0.669076
-C1	0.000000	0.406325	0.913729
-CZ	0.000000	-0.000000	1.000000
-C2	0.000000	-0.407158	0.913358
-C4	0.000000	-0.743152	0.669123
-C6	0.000000	-0.950959	0.309316
-T8	0.000000	-0.994572	-0.104049
-TP9	-0.274093	0.824434	-0.495158
-TP7	-0.308290	0.946010	-0.100112
-CP5	-0.338416	0.897013	0.284327
-CP3	-0.364117	0.697381	0.617316
-CP1	-0.381563	0.380632	0.842336
-CPZ	-0.387380	-0.000000	0.921920
-CP2	-0.381563	-0.380632	0.842336
-CP4	-0.364117	-0.697381	0.617316
-CP6	-0.338416	-0.897013	0.284327
-TP8	-0.309282	-0.945690	-0.100080
-TP10	-0.274093	-0.824434	-0.495158
-P7	-0.586765	0.804950	-0.088102
-P5	-0.635673	0.741915	0.213266
-P3	-0.677037	0.567095	0.469068
-P1	-0.704876	0.306342	0.639769
-PZ	-0.714575	-0.000000	0.699559
-P2	-0.704415	-0.306142	0.640372
-P4	-0.677429	-0.566419	0.469317
-P6	-0.635538	-0.741757	0.214217
-P8	-0.587328	-0.804543	-0.088070
-PO9	-0.723570	0.512506	-0.462368
-PO7	-0.808151	0.584789	-0.070094
-PO3	-0.895923	0.370371	0.245250
-POZ	-0.929707	-0.000000	0.368300
-PO4	-0.895923	-0.370371	0.245250
-PO8	-0.808461	-0.584368	-0.070032
-PO10	-0.724058	-0.512093	-0.462061
-O1	-0.950379	0.307514	-0.047075
-OZ	-0.999779	-0.000000	-0.021016
-O2	-0.950379	-0.307514	-0.047075
-LEYE	0.670689	0.674304	-0.309017
-REYE	0.809995	-0.295999	-0.506254
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-4_channels.tsv b/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-4_channels.tsv
deleted file mode 100644
index 8ae999a4..00000000
--- a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-4_channels.tsv
+++ /dev/null
@@ -1,72 +0,0 @@
-name	type	units
-FP1	EEG	microV
-FPZ	EEG	microV
-FP2	EEG	microV
-AF7	EEG	microV
-AF3	EEG	microV
-AFZ	EEG	microV
-AF4	EEG	microV
-AF8	EEG	microV
-F9	EEG	microV
-F7	EEG	microV
-F5	EEG	microV
-F3	EEG	microV
-F1	EEG	microV
-FZ	EEG	microV
-F2	EEG	microV
-F4	EEG	microV
-F6	EEG	microV
-F8	EEG	microV
-F10	EEG	microV
-FT9	EEG	microV
-FT7	EEG	microV
-FC5	EEG	microV
-FC3	EEG	microV
-FC1	EEG	microV
-FCZ	EEG	microV
-FC2	EEG	microV
-FC4	EEG	microV
-FC6	EEG	microV
-FT8	EEG	microV
-FT10	EEG	microV
-T7	EEG	microV
-C5	EEG	microV
-C3	EEG	microV
-C1	EEG	microV
-CZ	EEG	microV
-C2	EEG	microV
-C4	EEG	microV
-C6	EEG	microV
-T8	EEG	microV
-TP9	EEG	microV
-TP7	EEG	microV
-CP5	EEG	microV
-CP3	EEG	microV
-CP1	EEG	microV
-CPZ	EEG	microV
-CP2	EEG	microV
-CP4	EEG	microV
-CP6	EEG	microV
-TP8	EEG	microV
-TP10	EEG	microV
-P7	EEG	microV
-P5	EEG	microV
-P3	EEG	microV
-P1	EEG	microV
-PZ	EEG	microV
-P2	EEG	microV
-P4	EEG	microV
-P6	EEG	microV
-P8	EEG	microV
-PO9	EEG	microV
-PO7	EEG	microV
-PO3	EEG	microV
-POZ	EEG	microV
-PO4	EEG	microV
-PO8	EEG	microV
-PO10	EEG	microV
-O1	EEG	microV
-OZ	EEG	microV
-O2	EEG	microV
-LEYE	EOG	microV
-REYE	EOG	microV
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-4_coordsystem.json b/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-4_coordsystem.json
deleted file mode 100644
index 564b4373..00000000
--- a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-4_coordsystem.json
+++ /dev/null
@@ -1 +0,0 @@
-{"EEGCoordinateUnits": "n/a", "EEGCoordinateSystem": "CTF", "EEGCoordinateSystemDescription": "EEGLAB"}
\ No newline at end of file
diff --git a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-4_electrodes.tsv b/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-4_electrodes.tsv
deleted file mode 100644
index 92eba2bc..00000000
--- a/datasets/eeg_ds004117s_hed_sternberg/sub-003/ses-01/eeg/sub-003_ses-01_task-WorkingMemory_run-4_electrodes.tsv
+++ /dev/null
@@ -1,72 +0,0 @@
-name	x	y	z
-FP1	0.950400	0.307447	-0.047075
-FPZ	0.999779	-0.000000	-0.021016
-FP2	0.950400	-0.307447	-0.047075
-AF7	0.808131	0.584817	-0.070094
-AF3	0.895916	0.370386	0.245250
-AFZ	0.929707	-0.000000	0.368300
-AF4	0.895916	-0.370386	0.245250
-AF8	0.808481	-0.584340	-0.070032
-F9	0.523344	0.702453	-0.482359
-F7	0.586723	0.804981	-0.088102
-F5	0.635738	0.741859	0.213266
-F3	0.677066	0.567060	0.469068
-F1	0.704860	0.306379	0.639769
-FZ	0.714575	-0.000000	0.699559
-F2	0.704399	-0.306179	0.640372
-F4	0.677459	-0.566383	0.469317
-F6	0.635602	-0.741701	0.214217
-F8	0.587370	-0.804512	-0.088070
-F10	0.523344	-0.702453	-0.482359
-FT9	0.274136	0.824420	-0.495158
-FT7	0.308323	0.945999	-0.100112
-FC5	0.338385	0.897025	0.284327
-FC3	0.364178	0.697349	0.617316
-FC1	0.381596	0.380598	0.842336
-FCZ	0.387380	-0.000000	0.921920
-FC2	0.381596	-0.380598	0.842336
-FC4	0.364178	-0.697349	0.617316
-FC6	0.338385	-0.897025	0.284327
-FT8	0.308323	-0.945999	-0.100112
-FT10	0.274136	-0.824420	-0.495158
-T7	0.000000	0.994572	-0.104049
-C5	0.000000	0.950959	0.309316
-C3	0.000000	0.743194	0.669076
-C1	0.000000	0.406325	0.913729
-CZ	0.000000	-0.000000	1.000000
-C2	0.000000	-0.407158	0.913358
-C4	0.000000	-0.743152	0.669123
-C6	0.000000	-0.950959	0.309316
-T8	0.000000	-0.994572	-0.104049
-TP9	-0.274093	0.824434	-0.495158
-TP7	-0.308290	0.946010	-0.100112
-CP5	-0.338416	0.897013	0.284327
-CP3	-0.364117	0.697381	0.617316
-CP1	-0.381563	0.380632	0.842336
-CPZ	-0.387380	-0.000000	0.921920
-CP2	-0.381563	-0.380632	0.842336
-CP4	-0.364117	-0.697381	0.617316
-CP6	-0.338416	-0.897013	0.284327
-TP8	-0.309282	-0.945690	-0.100080
-TP10	-0.274093	-0.824434	-0.495158
-P7	-0.586765	0.804950	-0.088102
-P5	-0.635673	0.741915	0.213266
-P3	-0.677037	0.567095	0.469068
-P1	-0.704876	0.306342	0.639769
-PZ	-0.714575	-0.000000	0.699559
-P2	-0.704415	-0.306142	0.640372
-P4	-0.677429	-0.566419	0.469317
-P6	-0.635538	-0.741757	0.214217
-P8	-0.587328	-0.804543	-0.088070
-PO9	-0.723570	0.512506	-0.462368
-PO7	-0.808151	0.584789	-0.070094
-PO3	-0.895923	0.370371	0.245250
-POZ	-0.929707	-0.000000	0.368300
-PO4	-0.895923	-0.370371	0.245250
-PO8	-0.808461	-0.584368	-0.070032
-PO10	-0.724058	-0.512093	-0.462061
-O1	-0.950379	0.307514	-0.047075
-OZ	-0.999779	-0.000000	-0.021016
-O2	-0.950379	-0.307514	-0.047075
-LEYE	0.670689	0.674304	-0.309017
-REYE	0.809995	-0.295999	-0.506254
diff --git a/docs/source/DocumentationSummary.md b/docs/source/DocumentationSummary.md
index 21179e7b..8ef73314 100644
--- a/docs/source/DocumentationSummary.md
+++ b/docs/source/DocumentationSummary.md
@@ -5,6 +5,15 @@
 
 ### Journal articles
 
+Practical use of HED SCORE:  
+
+> Dan, J., Pale, U. Amirshahi, A., Capelletti, W. Ingolfsson, T., Wang, X., Cossettini, A.,
+> Bernini, A. Benini, L., Beniczky, S., Atienza, D., and P. Ryvlin (2024).  
+> SzCORE: Seizure Community Open-Source Research Evaluation framework for the validation  
+> of electroencephalography-based automated seizure detection algorithms  
+> Epilepsia, Sept 18, 2024.   
+> [**https://doi.org/10.1111/epi.18113**](https://doi.org/10.1111/epi.18113).  
+
 Conceptual framework for HED and path for future development: 
 
 > Makeig, S. and K. Robbins (2024).      
@@ -28,33 +37,35 @@ Detailed case study in using HED-3G for tagging:
 
 ### Preprints
 
-Hierarchical Event Descriptor library schema for EEG data annotation:
+Introducing the HED Lang library schema for annotation of linguistic stimulations: 
+
+> Denissen, M., Pöll, B., Robbins, K. Makeig, S. and Hutzler, F. (2024).  
+> HED LANG –A Hierarchical Event Descriptors library extension for annotation of language cognition experiments.  
+> [**https://osf.io/preprints/psyarxiv/bjz9q**](https://osf.io/preprints/psyarxiv/bjz9q).  
+> DOI:10.31234/osf.io/bjz9q. 
+
+Development of the HED SCORE library schema for clinical annotation of EEG:  
 
-> Pal Attia, T., Robbins, K., Beniczky, S., Bosch-Bayard, J., Delorme, A., Lundstrom, B., Rogers, C., Rampp, S.,   
->  Valdes-Sosa, P., Truong, D., Worrell, G., Makeig, S., and D. Hermes (2023).    
+> D. Hermes, Pal Attia, T., Beniczky, S., Bosch-Bayard, J., Delorme, A., Lundstrom, B., Rogers, C., Rampp, S.,  
+> Shirazi, S.,  Truong, D., Valdes-Sosa, P., Worrell, G., Makeig, S., and Robbins, K. (2024).   
+> Hierarchical Event Descriptor library schema for EEG data annotation.  
 > [**https://arxiv.org/abs/2310.15173**](https://arxiv.org/abs/2310.15173).  
 > DOI:10.48550/arXiv.2310.15173.  
 
-Framework for annotating and analyzing events in context:
 
-> Makeig, S. and K. Robbins (2023 under review).  
-> Events in context - A framework for the study of brain, experience and behavior.
-> **Preprint**: [**https://psyarxiv.com/e7jbm**](https://psyarxiv.com/e7jbm)  
-> DOI: 10.31234/osf.io/e7jbm.   
 
-### Book chapters (preprints)
+### Book chapters
 
->  Truong, D., Robbins, K., Delorme, A., and S. Makeig (in press).  
-> End-to-end processing of M/EEG data with BIDS, HED, and EEGLAB.  
-> [**https://osf.io/8brgv/**](https://osf.io/8brgv/).   
-> in [**Methods for analyzing large neuroimaging datasets**](https://osf.io/d9r3x/) edited by Whelan and Lemaitre.   
+>  Truong, D., Robbins, K., Delorme, A., and S. Makeig (2025).  
+> End-to-end processing of M/EEG data with BIDS, HED, and EEGLAB. 
+> [**https://doi.org/10.1007/978-1-0716-4260-3_6**](https://doi.org/10.1007/978-1-0716-4260-3_6).  
+> in [**Methods for analyzing large neuroimaging datasets**](https://link.springer.com/book/10.1007/978-1-0716-4260-3?sap-outbound-id=69561CF5F3C7B79DBF9A0BB3B96DF69BB87216A4&utm_source=standard&utm_medium=email&utm_campaign=000_LAN36_0000019083_Book+author+congrats+NEW&utm_content=EN_34155_20241214&mkt-key=42010A0550671EEA9BCE72E91631DEBF) edited by Whelan and Lemaitre.   
 
 
 > Denissen, D., Richlan, F., Birklbauer, J., Pawlik, M., Ravenschlag, A., Himmelstoss, N., Hutzler, F. and K. Robbins (in press).   
 > Actionable event annotation and analysis in fMRI: A practical guide to event handling.   
-> [**https://osf.io/93km8/**](https://osf.io/93km8/).   
-> in
-[**Methods for analyzing large neuroimaging datasets**](https://osf.io/d9r3x/) edited by Whelan and Lemaitre.   
+> [**https://link.springer.com/protocol/10.1007/978-1-0716-4260-3_7**](https://link.springer.com/protocol/10.1007/978-1-0716-4260-3_7).   
+> in [**Methods for analyzing large neuroimaging datasets**](https://link.springer.com/book/10.1007/978-1-0716-4260-3?sap-outbound-id=69561CF5F3C7B79DBF9A0BB3B96DF69BB87216A4&utm_source=standard&utm_medium=email&utm_campaign=000_LAN36_0000019083_Book+author+congrats+NEW&utm_content=EN_34155_20241214&mkt-key=42010A0550671EEA9BCE72E91631DEBF) edited by Whelan and Lemaitre.   
 
 
 ## HED schema viewer
diff --git a/docs/source/HedRemodelingTools.md b/docs/source/HedRemodelingTools.md
index f3a8aab0..c86b88fc 100644
--- a/docs/source/HedRemodelingTools.md
+++ b/docs/source/HedRemodelingTools.md
@@ -18,7 +18,7 @@ Please read the [**HED remodeling quickstart**](./HedRemodelingQuickstart.md)
 tutorials for an introduction and basic use of the tools.
 
 The file remodeling tools can be applied to individual files using the 
-[**HED online tools**](https://hedtools.ucsd.edu/hed) or to entire datasets 
+[**HED online tools**](https://hedtools.org/hed) or to entire datasets 
 using the [**remodel command-line interface**](remodel-command-line-interface-anchor)
 either by calling Python scripts directly from the command line 
 or by embedding calls in a Jupyter notebook.
diff --git a/docs/source/WhatsNew.md b/docs/source/WhatsNew.md
index ffe47481..0221ea33 100644
--- a/docs/source/WhatsNew.md
+++ b/docs/source/WhatsNew.md
@@ -1,153 +1,183 @@
 (whats-new-anchor)=
+
 # What's new?
 
-**Oct 6 to Oct 9, 2024**: **HED at sFN 2004**  
+**Dec 23, 2025**: *Methods for Analyzing Large Neuroimaging Dataset published**  
+> The [**book**](./DocumentationSummary.md#Book chapters) has several chapters on HED and events. 
+
+**Dec 2, 2024**: **HED endorsed as a standard by INCF**  
+> HED was officially endorsed by [**INCF**](https://incf.org) as a standard for event annotation. 
+
+**Oct 30, 2024**: **HED LANG version 1.1.0 released**
+> This HED library schema supports annotation of language stimuli in experiments.
+
+**Oct 11, 2024**: **Just published**
+> SzCORE: Seizure Community Open-Source Research Evaluation framework for the validation  
+> of electroencephalography-based automated seizure detection algorithms  
+> Epilepsia, Sept 18, 2024.   
+> [**https://doi.org/10.1111/epi.18113**](https://doi.org/10.1111/epi.18113).
+
+**Oct 6 to Oct 9, 2024**: **HED at sFN 2004**
 > Stop by [**sFN Booth #1839](https://sfn24.smallworldlabs.com/co/swartz-center-for-computational-neuroscience)  
-> Hear about HED -- tell us about your thoughts and suggestions.  
+> Hear about HED -- tell us about your thoughts and suggestions.
 
-**Sept 20, 2024**: **HED LANG 1.0.0 paper preprint available.**  
+**Sept 20, 2024**: **HED LANG 1.0.0 paper preprint available.**
 > HED LANG 1.0.0 is new HED library schema for describing language stimuli.  
 > HED LANG – A Hierarchical Event Descriptors library extension for annotation of language cognition experiments   
-> [**Preprint**](https://osf.io/preprints/psyarxiv/bjz9q)  
+> [**Preprint**](https://osf.io/preprints/psyarxiv/bjz9q)
 
-**Sept 8, 2024**: **HED SCORE 2.0.0 released.**  
+**Sept 8, 2024**: **HED SCORE 2.0.0 released.**
 > HED SCORE 2.0.0 is a major revision to better align with SCORE standard.  
-> View using: [**SCHEMA VIEWER**](https://www.hedtags.org/display_hed.html)  
+> View using: [**SCHEMA VIEWER**](https://www.hedtags.org/display_hed.html)
 
-**August 5, 2024**: **INCF calls for HED community review.**  
+**August 5, 2024**: **INCF calls for HED community review.**
 > HED is under consideration for endorsement by INCF.  
 > **Your comments are important**: [**Comment here**](https://www.incf.org/commentaries/hed)  
-> **HED application to INCF**: [**HED INCF Application**](./HEDSubmissionToINCF.md)  
+> **HED application to INCF**: [**HED INCF Application**](./HEDSubmissionToINCF.md)
 
-**July 25, 2024**: **ndx-hed 0.1.0 HED extension for NWB released on PyPI.**  
+**July 25, 2024**: **ndx-hed 0.1.0 HED extension for NWB released on PyPI.**
 > Initial support includes the HedTags class extending VectorData.  
-> HedTags objects may be added as columns to any NWB DynamicTable.  
+> HedTags objects may be added as columns to any NWB DynamicTable.
 
-**July 4, 2024**: **HED specification v3.3.0 released.**  
+**July 4, 2024**: **HED specification v3.3.0 released.**
 > [**https://zenodo.org/records/12664745**](https://zenodo.org/records/12664745)  
 > Includes lazy partnering and HED ontology formats.
 
-**July 3, 2024**: **HED ontology released on Bioportal.**  
-> View on [**HEDBioportal**](https://bioportal.bioontology.org/ontologies/HED)   
+**July 3, 2024**: **HED ontology released on Bioportal.**
+> View on [**HEDBioportal**](https://bioportal.bioontology.org/ontologies/HED)
 
-**June 10, 2024**: **HEDTools 0.5.0 released on PyPI.**  
+**June 10, 2024**: **HEDTools 0.5.0 released on PyPI.**
 > Remodeling tool validation uses JSON schema.  
 > Supports `.tsv` format and HED ontology generation for HED schemas.  
-> Additional visualizations and summaries.  
+> Additional visualizations and summaries.
 
-**June 10, 2024**: **HED standard schema v8.3.0 released.**  
+**June 10, 2024**: **HED standard schema v8.3.0 released.**
 > The [**HED schema v8.3,0**](https://doi.org/10.5281/zenodo.7876037) has just
-been released. This release introduces `hedId` globally unique identifiers for every HED element and enables mapping into a HED ontology.
+> been released. This release introduces `hedId` globally unique identifiers for every HED element and enables mapping
+> into a HED ontology.
 
-**May 28 - May 30, 2024: MOBI Tools Workshop at** [**MOBI 2024**](https://sites.google.com/view/mobi-2024/program/workshop-schedule?authuser=0)
->  - May 28th, Efficient MoBI data collection using the Lab-Streaming Layer  
->  - May 29th, Recording ‘What happened?’ using Hierarchical Event Descriptors  
->  - May 30th, Open-Science MoBI. Using open data archives and computational resources  
+**May 28 - May 30, 2024: MOBI Tools Workshop at** [**MOBI 2024
+**](https://sites.google.com/view/mobi-2024/program/workshop-schedule?authuser=0)
+> - May 28th, Efficient MoBI data collection using the Lab-Streaming Layer
+>  - May 29th, Recording ‘What happened?’ using Hierarchical Event Descriptors
+>  - May 30th, Open-Science MoBI. Using open data archives and computational resources
 
 **May 23, 2024: New publication describing conceptual framework for HED**
->  <em>Events in context—The HED framework for the study of brain, experience and behavior</em>  
->  by Makeig, S. and K. Robbins (2024).     
->  Front. Neuroinform. Vol. 18 Research Topic 15 Years of impact, open neuroscience  
->  [https://doi.org/10.3389/fninf.2024.1292667](https://doi.org/10.3389/fninf.2024.1292667).  
+> <em>Events in context—The HED framework for the study of brain, experience and behavior</em>  
+> by Makeig, S. and K. Robbins (2024).     
+> Front. Neuroinform. Vol. 18 Research Topic 15 Years of impact, open neuroscience  
+> [https://doi.org/10.3389/fninf.2024.1292667](https://doi.org/10.3389/fninf.2024.1292667).
 
-**May 23, 2024: EEGNET Spring Colloquium (10 am - noon CDT)** [**EEGNET 2024**](https://www.eventbrite.com/e/eegnet-spring-colloquium-2024-tickets-795533972527)
->  Hear how EEGNET is advancing data sharing and annotation using HED.  
->  Free but signup is required to receive zoom link.  
+**May 23, 2024: EEGNET Spring Colloquium (10 am - noon CDT)** [**EEGNET 2024
+**](https://www.eventbrite.com/e/eegnet-spring-colloquium-2024-tickets-795533972527)
+> Hear how EEGNET is advancing data sharing and annotation using HED.  
+> Free but signup is required to receive zoom link.
 
 **Jan 22, 2024** [**HED Wikipedia**](https://en.wikipedia.org/wiki/Hierarchical_Event_Descriptors) **Page published:**
 
 **Nov. 14, 2023 Dora Hermes elected to BIDS steering committee:**
->  HED working group member Dora Hermes from Mayo has been elected to the BIDS steering committee for a two-year term.
->  **Congratulations** Dora!  
+> HED working group member Dora Hermes from Mayo has been elected to the BIDS steering committee for a two-year term.
+> **Congratulations** Dora!
 
-**Nov. 10-17, 2023 sFN (Society for Neuroscience)** in Washington D.C.:  
+**Nov. 10-17, 2023 sFN (Society for Neuroscience)** in Washington D.C.:
 > **SCCN booth (#3031)** provided help and information about:  
-> **NEMAR/OpenNeuro**, **EEGLAB**, **HED**, **LSL**, and **MoBI**.  
+> **NEMAR/OpenNeuro**, **EEGLAB**, **HED**, **LSL**, and **MoBI**.
 
-**October 27, 2023**: **HEDTools version 0.4.0 released** 
+**October 27, 2023**: **HEDTools version 0.4.0 released**
 > [**HEDTools**](https://pypi.org/project/hedtools/) version 0.4.0 has been released on PyPI.  
 > See also [**hed-python**](https://github.com/hed-standard/hed-python) on GitHub.  
 > This release includes refactoring and simplification of core models and improvements of remodeling tools.
 
 **October 4, 2023**: **New HED preprint Score HED library**
 > <em>Hierarchical Event Descriptor library schema for EEG data annotation</em>  
-> by Pal Attia, T., Robbins, K., Beniczky, S., Bosch-Bayard, J., Delorme, A., Lundstrom, B., Rogers, C., Rampp, S., Valdes-Sosa, P., Truong, D., Worrell, G., Makeig, S., and D. Hermes (2023).    
+> by Pal Attia, T., Robbins, K., Beniczky, S., Bosch-Bayard, J., Delorme, A., Lundstrom, B., Rogers, C., Rampp, S.,
+> Valdes-Sosa, P., Truong, D., Worrell, G., Makeig, S., and D. Hermes (2023).    
 > **Preprint**: [**https://arxiv.org/abs/2310.15173**](https://arxiv.org/abs/2310.15173).  
-> DOI:10.48550/arXiv.2310.15173.  
+> DOI:10.48550/arXiv.2310.15173.
 
 **September 20, 2023 16:00 CEST**: **INCF Workshop on HED and BIDS**
 > <em>Event annotation in neuroimaging using HED: from experiment to analysis</em>  
 > Half-day workshop at [**INCF Assembly 2023**](https://neuroinformatics.incf.org/register).  
-> Speakers: Scott Makeig, Dung Truong, Dora Hermes, and Monique Dennisen.  
+> Speakers: Scott Makeig, Dung Truong, Dora Hermes, and Monique Dennisen.
 
 **September 12, 2023**: **New HED preprint on events in context**
 > *Events in context - A framework for the study of brain, experience and behavior*  
 > by Scott Makeig (UCSD) and Kay Robbins (UTSA)  
 > **Preprint**: [**https://psyarxiv.com/e7jbm**](https://psyarxiv.com/e7jbm)  
-> DOI: 10.31234/osf.io/e7jbm   
+> DOI: 10.31234/osf.io/e7jbm
 
 **August 21, 2023**: **INCF 2022 HED workshop videos available**
 > [**Part 1: Documenting temporal structure** (48:04)](https://youtu.be/cCp314DXMos)  
 > [**Part 2: Annotating a BIDS dataset** (59:58)](https://youtu.be/BBiGNMyY3x8)   
 > [**Part 3: EEG annotation with HED** (22:50)](https://youtu.be/9MRXw5YMHJk)  
 > [**Part 4: HED and fMRI** (30:00)](https://youtu.be/QsYWi0mMLT4)  
-> [**Part 5: HED for clinical annotation** (18:51)](https://youtu.be/dmNxVWaduEE)  
+> [**Part 5: HED for clinical annotation** (18:51)](https://youtu.be/dmNxVWaduEE)
 
-**August 2, 2023**: **HED has a mailing list/discussion forum**  
-> The HED mailing list/discussion forum is managed via googlegroups. 
+**August 2, 2023**: **HED has a mailing list/discussion forum**
+> The HED mailing list/discussion forum is managed via googlegroups.
 > To join email: [**hed-discussion+subscribe@googlegroups.com**](mailto:hed-discussion+subscribe@googlegroups.com).
 
-**July 12, 2023**: **HED SCORE version 1.1.0 released**  
-> This is the first HED partnered schema.  
+**July 12, 2023**: **HED SCORE version 1.1.0 released**
+> This is the first HED partnered schema.
 
-**July 5, 2023**: **HEDTools version 0.3.1 released** 
+**July 5, 2023**: **HEDTools version 0.3.1 released**
 > [**HEDTools**](https://pypi.org/project/hedtools/) version 0.3.1 has been released on PyPI.  
 > See also [**hed-python**](https://github.com/hed-standard/hed-python) on GitHub.  
-> This patch includes improvement to models exception handling, minor bug fixes, and improvement of format for JSON format of remodeling summaries.
+> This patch includes improvement to models exception handling, minor bug fixes, and improvement of format for JSON
+> format of remodeling summaries.
 
 
-**June 20, 2023**: **HEDTools version 0.3.0 released** 
+**June 20, 2023**: **HEDTools version 0.3.0 released**
 > [**HEDTools**](https://pypi.org/project/hedtools/) version 0.3.0 has been released on PyPI.  
 > See also [**hed-python**](https://github.com/hed-standard/hed-python) on GitHub.  
-> This version uses the new DataFrame implementation of the models for improved efficiency.  
-
-**June 14, 2023**: **HED brain initiative meeting video poster online.**  
-> [**HED video poster**](https://brainmeeting2023.ipostersessions.com/?s=DA-51-73-83-1B-EA-B8-0A-CB-8F-41-BD-78-CD-68-D2) available until June 2024:  
-> *HED: Annotation standards and software infrastructure to enable sharing of analysis-reading neuroimaging and behavior data*  
-> Presented as part of the [**Brain Initiative Meeting 2023**](https://brainmeeting.swoogo.com/2023/begin?i=SChfLW2xODsF7JgaKhJT1nJAhf5QcbGi).  
-
-**June 2, 2023**: **HED online tools have a new look.**  
-> The HED online tools at [**https://hedtools.ucsd.edu/hed**](https://hedtools.ucsd.edu/hed) have been redesigned and streamlined.  
-
-**May 12, 2023**: **Version 3.2.0 of the HED specification released.**  
+> This version uses the new DataFrame implementation of the models for improved efficiency.
+
+**June 14, 2023**: **HED brain initiative meeting video poster online.**
+> [**HED video poster
+**](https://brainmeeting2023.ipostersessions.com/?s=DA-51-73-83-1B-EA-B8-0A-CB-8F-41-BD-78-CD-68-D2) available until
+> June 2024:  
+> *HED: Annotation standards and software infrastructure to enable sharing of analysis-reading neuroimaging and behavior
+data*  
+> Presented as part of the [**Brain Initiative Meeting 2023
+**](https://brainmeeting.swoogo.com/2023/begin?i=SChfLW2xODsF7JgaKhJT1nJAhf5QcbGi).
+
+**June 2, 2023**: **HED online tools have a new look.**
+> The HED online tools at [**https://hedtools.ucsd.edu/hed**](https://hedtools.ucsd.edu/hed) have been redesigned and
+> streamlined.
+
+**May 12, 2023**: **Version 3.2.0 of the HED specification released.**
 > [**Version 3.2.0**](https://doi.org/10.5281/zenodo.7869149) of the HED specification
-introduces the `Inset` tag as well as partnered and rooted library schemas.
+> introduces the `Inset` tag as well as partnered and rooted library schemas.
 > This version is the first to support the curly brace notation in sidecars.
 
-**April 28, 2023**: **HED standard schema v8.2.0 released.**  
+**April 28, 2023**: **HED standard schema v8.2.0 released.**
 > The [**HED schema v8.2.0**](https://doi.org/10.5281/zenodo.7876037) has just
-been released. This release supports the `Inset` tag for annotating intermediate
-points in an ongoing event as well as partnered library schemas.
+> been released. This release supports the `Inset` tag for annotating intermediate
+> points in an ongoing event as well as partnered library schemas.
 
 
-**April 25, 2023**: **HED playlist goes live on YouTube.**  
-> The [**Hierarchical Event Descriptor**](https://www.youtube.com/playlist?list=PLeII6cRFsP6L5S6icwRrJp0DHkhOHtbp-) playlist is now available on YouTube. A 5-part short-course on HED (from OHBM 2022) has just been released.  
+**April 25, 2023**: **HED playlist goes live on YouTube.**
+> The [**Hierarchical Event Descriptor**](https://www.youtube.com/playlist?list=PLeII6cRFsP6L5S6icwRrJp0DHkhOHtbp-)
+> playlist is now available on YouTube. A 5-part short-course on HED (from OHBM 2022) has just been released.
 
-**April 6, 2023**: **Version 3.1.0 of the HED specification released.**  
-> [**Version 3.1.0**](https://hed-specification.readthedocs.io/en/stable/) of the HED specification clarifies existing features.  
+**April 6, 2023**: **Version 3.1.0 of the HED specification released.**
+> [**Version 3.1.0**](https://hed-specification.readthedocs.io/en/stable/) of the HED specification clarifies existing
+> features.
 >
-> HED validators will be able to link error messages directly to descriptions in the spec.  
+> HED validators will be able to link error messages directly to descriptions in the spec.
 
-**April 3, 2023**: **New versions of HED schema browser available.**   
-> You can now use the [**HED Schema Viewer**](https://www.hedtags.org/display_hed.html) to view both standard and library schemas.
+**April 3, 2023**: **New versions of HED schema browser available.**
+> You can now use the [**HED Schema Viewer**](https://www.hedtags.org/display_hed.html) to view both standard and
+> library schemas.
 
-**March 28, 2023**: **Release of HED Javascript validator for BIDS v3.9.0 on npm**   
+**March 28, 2023**: **Release of HED Javascript validator for BIDS v3.9.0 on npm**
 > The new version supports checking of onsets and offsets.
 
-**March 27, 2023**: **HED Workshop at CNS 2023**   
+**March 27, 2023**: **HED Workshop at CNS 2023**
 > **Title:** *Recording what happened during your experiment using Hierarchical Event Descriptors (HED)*   
-> **Presenter**: [**Scott Makeig**](https://sccn.ucsd.edu/~scott/) UCSD and assisted by members of the HED Working Group.    
-> **Time and location:** 12:15-1:15 pm Seacliff Room  Hyatt Regency San Francisco Hotel.   
+> **Presenter**: [**Scott Makeig**](https://sccn.ucsd.edu/~scott/) UCSD and assisted by members of the HED Working
+> Group.    
+> **Time and location:** 12:15-1:15 pm Seacliff Room Hyatt Regency San Francisco Hotel.
 
 **March 24, 2023**: **HED is now on Twitter**
 > Follow us at @HedDescriptors
@@ -156,35 +186,39 @@ points in an ongoing event as well as partnered library schemas.
 > Directions in EEG data-sharing - panel co-chaired by Kay Robbins and Dora Hermes  
 > [**Program and Registration**](https://globalbrainconsortium.org/documents/GBC_March-2023_Agenda_Annual_Meeting.pdf)
 
-**Feb 28, 2023**: **INCF Software Highlight on HED**   
+**Feb 28, 2023**: **INCF Software Highlight on HED**
 > **Title:** *HED, a practical system for describing an experiment using an analysis-ready framework*   
-> **Presenter:** [**Kay Robbins**](https://www.utsa.edu/sciences/computer-science/faculty/KayRobbins.html) UTSA, 
+> **Presenter:** [**Kay Robbins**](https://www.utsa.edu/sciences/computer-science/faculty/KayRobbins.html) UTSA,
 > member of the HED Working Group.  
-> [**Abstract**](https://ocns.github.io/SoftwareWG/2023/02/17/software-highlight-kay-robbins-hed.html). 
+> [**Abstract**](https://ocns.github.io/SoftwareWG/2023/02/17/software-highlight-kay-robbins-hed.html).
 
 **February 22, 2023**: **HED YouTube Channel goes live**<br/>
 > First video:  [**HED Tagging 101**](https://youtu.be/iRAWO-Fn6Bw)  
-> HED YouTube channel: [**https://www.youtube.com/@HierarchicalEventDescriptors/playlists**](https://www.youtube.com/@HierarchicalEventDescriptors/playlists)
+> HED YouTube channel: [**https://www.youtube.com/@HierarchicalEventDescriptors/playlists
+**](https://www.youtube.com/@HierarchicalEventDescriptors/playlists)
+
+**February 14, 2023**: **HEDTools 0.2.0 is released.**
 
-**February 14, 2023**: **HEDTools 0.2.0 is released.**  
-- This release includes the HED remodeling tools.   
-- Improved local caching and schema validation messages are included.   
+- This release includes the HED remodeling tools.
+- Improved local caching and schema validation messages are included.
 - This is the first release with distinct `stable`, `master`, and `develop` branches.
 
 **January 28, 2023**: **HED SCORE Library v1.0.0 released**<br/>
 > The HED score library schema v1.0.0 has been officially released.
 > This library is based on the Standardized Computer-based Organized Reporting of EEG
 > ([**SCORE**](https://pubmed.ncbi.nlm.nih.gov/28838815/)) standard and adapted for
-> annotation using the HED infrastructure and requirements. 
-> For more information see the [**SCORE schema library**](https://hed-schemas.readthedocs.io/en/latest/hed_score_schema.html) guide.
+> annotation using the HED infrastructure and requirements.
+> For more information see the [**SCORE schema library
+**](https://hed-schemas.readthedocs.io/en/latest/hed_score_schema.html) guide.
 
 **January 20, 2023**: **New preprint available**<br/>
 
 > **Actionable event annotation and analysis in fMRI** [**preprint**](https://osf.io/h7puk)<br/>
-> *Monique Denissen*, *Fabio Richlan*, *Jürgen Birkibauer*, *Mateusz Pawlik*, *Anna Ravenschlag*, *Nicole Himmelstoß*, *Florian Hutzler*, *Kay Robbins*<br/>
+> *Monique Denissen*, *Fabio Richlan*, *Jürgen Birkibauer*, *Mateusz Pawlik*, *Anna Ravenschlag*, *Nicole Himmelstoß*,
+*Florian Hutzler*, *Kay Robbins*<br/>
 > Supporting materials and data are available at [**https://osf.io/93km8/**](https://osf.io/93km8/).<br/>
 > Chapter to appear in the book *Methods for analyzing large neuroimaging datasets*
-edited by Robert Whelan and Herve Lemaitre.
+> edited by Robert Whelan and Herve Lemaitre.
 
 **January 4, 2023**: **New preprint available**<br/>
 
@@ -192,8 +226,8 @@ edited by Robert Whelan and Herve Lemaitre.
 > *Dung Truong*, *Kay Robbins*, *Arnaud Delorme*, and *Scott Makeig*</br>
 > Supporting materials and data are available at [**https://osf.io/8brgv/**](https://osf.io/8brgv/).<br/>
 > Chapter to appear in the book *Methods for analyzing large neuroimaging datasets*
-edited by Robert Whelan and Herve Lemaitre.
+> edited by Robert Whelan and Herve Lemaitre.
 
 **January 3, 2023**: **Project page live**<br/>
 
->New HED organization homepage goes live at [**https://www.hedtags.org**](https://www.hedtags.org).
\ No newline at end of file
+> New HED organization homepage goes live at [**https://www.hedtags.org**](https://www.hedtags.org).
\ No newline at end of file