Enhancing Lp approximation via dual hidden layers in neural networks

Abstract

Many researchers work on the approximation by the one hidden layer neural network. However, little work is done on multilayer neural network approximation. Here, we approximate multilayer neural networks by 2-hidden layers with sigmoid function output. That is what we shall introduce in our work.