Signal Propagation: A Framework for Learning and Inference In a Forward Pass

Adam Kohan, Edward A. Rietman, Hava T. Siegelmann

We propose a new learning framework, signal propagation (sigprop), for propagating a learning signal and updating neural network parameters via a forward pass, as an alternative to…