Forward Target Propagation: A Forward-Only Approach to Global Error Credit Assignment via Local Losses.

arXiv:2506.11030v2 Announce Type: replace-cross Abstract: Training neural networks has traditionally relied on backpropagation (BP), a gradient-based algorithm that, despite its widespread success, suffers from key limitations in both biological and hardware p