Approximation in shift-invariant spaces with deep ReLU neural networks

Yunfei Yang, Zhen Li, Yang Wang

We study the expressive power of deep ReLU neural networks for approximating functions in dilated shift-invariant spaces, which are widely used in signal processing, image processi…