Covariance-Aware Goodness for Scalable Forward-Forward Learning

Xiaoyi Jiang, Bashir M. Al-Hashimi, Kai Xu

The Forward-Forward algorithm eliminates global gradient flow and full network activations storage. However, in convolutional settings, existing BP-free FF methods significantly un…