Approximation of Analytic Functions by ReLU Neural Networks with Adjustable Depth and Width

Yanming Lai, Defeng Sun, Yang Wang

In contrast to most studies on neural network approximation theory that characterize results through a single parameter, such as the total number of network parameters, \cite{shen2…