Dongzhi Guan*

Momentum Auxiliary Network for Supervised Local Learning

"Deep neural networks conventionally employ end-to-end backpropagation for their training process, which lacks biological credibility and triggers a locking dilemma during network parameter updates, leading to significant GPU memory use. Supervised local learning, which segments the network into mul…