Francesco Innocenti

Predictive Coding Networks match Backpropagation in theory

Researchers have theoretically analyzed the infinite width and depth limits of Predictive Coding Networks (PCNs), an alternative to standard backpropagation. Their findings indicate that for linear residual networks, PC…