Samuel A. Ocko

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 5

Top Topics

Pattern Formation

Biologically Plausible

Visual Representation

Top Venues

PLoS Comput. Biol.

Publications

Christopher H. Stock, Sarah E. Harvey, Samuel A. Ocko, Surya Ganguli
Synaptic balancing: A biologically plausible local learning rule that provably increases neural network noise robustness without sacrificing task performance. PLoS Comput. Biol. 18 (9) (2022)
Jack Lindsey, Samuel A. Ocko, Surya Ganguli, Stéphane Deny
A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs. ICLR (2019)
Ben Sorscher, Gabriel Mel, Surya Ganguli, Samuel A. Ocko
A unified theory for the origin of grid cells through the lens of pattern formation. NeurIPS (2019)
Jack Lindsey, Samuel A. Ocko, Surya Ganguli, Stéphane Deny
A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs. CoRR (2019)
Samuel A. Ocko, Jack Lindsey, Surya Ganguli, Stéphane Deny
The emergence of multiple retinal cell types through efficient coding of natural movies. NeurIPS (2018)