Samuel A. Ocko

According to our database, Samuel A. Ocko authored at least 4 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

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., September, 2022

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

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

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

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

The emergence of multiple retinal cell types through efficient coding of natural movies.

Samuel A. Ocko, Jack Lindsey, Surya Ganguli, Stéphane Deny

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018