18 citations · 22 across the 2 of their papers we have counts for
2 papers
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…
physics.bio-ph2020★ 18 cited
Universal energy-accuracy tradeoffs in nonequilibrium cellular sensing
S. E. Harvey, S. Lahiri, S. Ganguli
We combine stochastic thermodynamics, large deviation theory, and information theory to derive fundamental limits on the accuracy with which single cell receptors can estimate exte…