Ubiquity of Emergent Hebbian Dynamics in Regularized Learning

David Koplow, Tomaso Poggio, Liu Ziyin

Hebbian and anti-Hebbian plasticity are widely observed in the brain and are classically modeled as mechanistic, local homosynaptic rules stabilized by homeostatic constraints. Thi…