Fourier Residual Networks Achieve Spectral Accuracy for Discontinuous Functions

Owen Davis, Mohammad Motamed, Olof Runborg

We present a constructive approximation framework for analyzing the expressive power of Fourier residual networks in approximating a broad class of one-dimensional functions. Our s…