Associated Learning: Decomposing End-to-end Backpropagation based on Auto-encoders and Target Propagation

Yu-Wei Kao, Hung-Hsuan Chen

Backpropagation (BP) is the cornerstone of today's deep learning algorithms, but it is inefficient partially because of backward locking, which means updating the weights of one la…