Reciprocity Separates Gradient Flow from Rotation in Conservative Physical Learning

Ruiwu Niu, Xiaowen Bi, Michaël Antonie van Wyk

Physical learning lets a trainable material or network use its own physical response to carry error signals, reducing the need for a separately programmed backward computation. We…