arxivcs.LG2026-07-15
Weight Feedback Computes the Jacobian Transpose Locally in Modern Deep Networks
Predictive Coding (PC) offers a biologically motivated alternative to backpropagation via local weight updates, yet routing error between layers still relies on an autograd Jacobian-transpose ($J^\top$) product - the last non-local operation in PC. We show that this dependency is…