SSVEP_classification

This repo contains five main scripts:

1. FFT_plots.m
2. ROC_curves.m
3. SSVEP_classification.m
4. AVI_SSVEP_classification.m

The first one shows the DFT of the signal collected by me, just for exploratory reasons.
ROC_curves.m computes the ROC curve for the target frequency 6 and 7.4 Hz, considering every combination of window length and frequency range for the search of the maximum.
SSVEP_classification.m classifies the signals stored in my dataset, considering every combination of window length and frequency range.
AVI_SSVEP_classification.m does the same of SSVEP_classification.m but using the AVI SSVEP dataset available here.