Convergence Analysis of the Dynamics of a Special Kind of Two-Layered Neural Networks with ${\ell }_1$ and ${\ell }_2$ Regularization

Zhifeng Kong

In this paper, we made an extension to the convergence analysis of the dynamics of two-layered bias-free networks with one $ReLU$ output. We took into consideration two popular reg…