A SOM-based Gradient-Free Deep Learning Method with Convergence Analysis

Shaosheng Xu, Jinde Cao, Yichao Cao +1

As gradient descent method in deep learning causes a series of questions, this paper proposes a novel gradient-free deep learning structure. By adding a new module into traditional…