Perturbative Gradient Training: A novel training paradigm for bridging the gap between deep neural networks and physical reservoir computing

Cliff B. Abbott, Mark Elo, Dmytro A. Bozhko

We introduce Perturbative Gradient Training (PGT), a novel training paradigm that overcomes a critical limitation of physical reservoir computing: the inability to perform backprop…