Convergence Analysis for Training Stochastic Neural Networks via Stochastic Gradient Descent

Richard Archibald, Feng Bao, Yanzhao Cao +1

In this paper, we carry out numerical analysis to prove convergence of a novel sample-wise back-propagation method for training a class of stochastic neural networks (SNNs). The st…