Dimensionality and flexibility of learning in biological recurrent neural networks

Blake Aaron Richards, Claudia Clopath, Rui Ponte Costa, Wolfgang Maass, Luke Yuri Prince, Arna Ghosh, Roy Pavel Samuel henha Eyono, Franz Scherr

Abstract:

Title: Dimensionality and flexibility of learning in biological recurrent neural networks
Scientific Question: Does full-rank gradient descent accurately describe the dynamics of
synaptic plasticity in biological recurrent neural networks?