Merge pull request #280 from colbybanbury/patch-1

Trim and update benchmarking.qmd

contents/benchmarking/benchmarking.bib

@@ -40,6 +40,13 @@ @article{banbury2020benchmarking
  year = {2020},
 }
 
+@inproceedings{banbury2021mlperf,
+  title={MLPerf Tiny Benchmark},
+  author={Banbury, Colby and Reddi, Vijay Janapa and Torelli, Peter and Jeffries, Nat and Kiraly, Csaba and Holleman, Jeremy and Montino, Pietro and Kanter, David and Warden, Pete and Pau, Danilo and others},
+  booktitle={Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 1)},
+  year={2021}
+}
+
 @article{beyer2020we,
  author = {Beyer, Lucas and H\'enaff, Olivier J and Kolesnikov, Alexander and Zhai, Xiaohua and Oord, A\"aron van den},
  journal = {ArXiv preprint},
@@ -49,6 +56,15 @@ @article{beyer2020we
  year = {2020},
 }
 
+@inproceedings{deng2009imagenet,
+ author = {Deng, Jia and Dong, Wei and Socher, Richard and Li, Li-Jia and Li, Kai and Fei-Fei, Li},
+ title = {Imagenet: {A} large-scale hierarchical image database},
+ booktitle = {2009 IEEE conference on computer vision and pattern recognition},
+ pages = {248--255},
+ year = {2009},
+ organization = {Ieee},
+}
+
 @inproceedings{brown2020language,
  author = {Brown, Tom B. and Mann, Benjamin and Ryder, Nick and Subbiah, Melanie and Kaplan, Jared and Dhariwal, Prafulla and Neelakantan, Arvind and Shyam, Pranav and Sastry, Girish and Askell, Amanda and Agarwal, Sandhini and Herbert-Voss, Ariel and Krueger, Gretchen and Henighan, Tom and Child, Rewon and Ramesh, Aditya and Ziegler, Daniel M. and Wu, Jeffrey and Winter, Clemens and Hesse, Christopher and Chen, Mark and Sigler, Eric and Litwin, Mateusz and Gray, Scott and Chess, Benjamin and Clark, Jack and Berner, Christopher and McCandlish, Sam and Radford, Alec and Sutskever, Ilya and Amodei, Dario},
  editor = {Larochelle, Hugo and Ranzato, Marc'Aurelio and Hadsell, Raia and Balcan, Maria-Florina and Lin, Hsuan-Tien},
@@ -368,3 +384,13 @@ @misc{yik2023neurobench
  title = {{NeuroBench:} {Advancing} Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking},
  year = {2023},
 }
+
+@article{bianco2018benchmark,
+  title={Benchmark analysis of representative deep neural network architectures},
+  author={Bianco, Simone and Cadene, Remi and Celona, Luigi and Napoletano, Paolo},
+  journal={IEEE access},
+  volume={6},
+  pages={64270--64277},
+  year={2018},
+  publisher={IEEE}
+}