Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks

Anzhe Cheng, Zhenkun Wang, Chenzhong Yin +5

Backpropagation (BP) has been a successful optimization technique for deep learning models. However, its limitations, such as backward- and update-locking, and its biological impla…