openalexProceedings of the National Academy of Sciences2026-07-23Cited by 1
Stabilization of recurrent neural networks through divisive normalization
Flaviano Morone, Shivang Rawat, David J. Heeger, Stefano Martiniani
ABSTRACT Stability is a fundamental requirement for both biological and engineered neural circuits, yet it is surprisingly difficult to guarantee in the presence of recurrent interactions. Standard linear dynamical models of recurrent networks are sensitive to the precise values…