23 citations · 57 across the 8 of their papers we have counts for
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q-bio.NC2021★ 4 cited
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 +1
We introduce a novel, biologically plausible local learning rule that provably increases the robustness of neural dynamics to noise in nonlinear recurrent neural networks with homo…
q-bio.NC2019★ 2 cited
A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs
Jack Lindsey, Samuel A. Ocko, Surya Ganguli +1
The visual system is hierarchically organized to process visual information in successive stages. Neural representations vary drastically across the first stages of visual processi…