Hong-En Chen

HCL-FF: Hierarchical and Contrastive Learning for Forward-Forward Algorithm

Deep neural networks trained with backpropagation have achieved outstanding performance in vision tasks but remain biologically implausible, computationally demanding, and difficult to interpret. The Forward-Forward (FF) algorithm offers a promising alternative by training each layer independently t