Hyperspherical Forward-Forward with Prototypical Representations

arXiv:2605.00082v1 Announce Type: cross Abstract: The Forward-Forward (FF) algorithm presents a compelling, bio-inspired alternative to backpropagation. However, while efficient in training, it has a computationally prohibitive inference process that requires a separate forward pass for every class...