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…