no code implementations • 18 Jul 2021 • Christopher H. Stock, Sarah E. Harvey, Samuel A. Ocko, Surya Ganguli
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 homogeneous nonlinearities.
no code implementations • NeurIPS 2014 • Scott W. Linderman, Christopher H. Stock, Ryan P. Adams
Learning and memory in the brain are implemented by complex, time-varying changes in neural circuitry.