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

Nazmus Saadat As-Saquib, A N M Nafiz Abeer, Hung-Ta Chien +3

Training neural networks has traditionally relied on backpropagation (BP), a gradient-based algorithm that, despite its widespread success, suffers from key limitations in both bio…