Biological Plausibility and Representational Alignment of Feedback Alignment in Convolutional Networks

Jake Lance, Larry Kieu

The feedback alignment (FA) algorithm offers a biologically plausible alternative to backpropagation (BP) for training neural networks yet notably fails to scale to convolutional a…