The emergence of multiple retinal cell types through efficient coding of natural movies. - Samuel A. Ocko; Jack Lindsey; Surya Ganguli; Stéphane Deny (NeurIPS, 2018)

A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs. - Jack Lindsey; Samuel A. Ocko; Surya Ganguli; Stéphane Deny (ICLR, 2019)

A unified theory for the origin of grid cells through the lens of pattern formation. - Ben Sorscher; Gabriel Mel; Surya Ganguli; Samuel A. Ocko (NeurIPS, 2019)

Synaptic balancing: A biologically plausible local learning rule that provably increases neural network noise robustness without sacrificing task performance. - Christopher H. Stock; Sarah E. Harvey; Samuel A. Ocko; Surya Ganguli (PLoS Comput. Biol., 2022)