Time-Frequency Analysis for Neural Networks

Ahmed Abdeljawad, Elena Cordero

We develop a quantitative approximation theory for shallow neural networks using tools from time-frequency analysis. Working in weighted modulation spaces $M^{p,q}_m(\mathbf{R}^{d}…