Shallow neural network approximation in mixed Sobolev spaces

Yuwen Li, Guozhi Zhang

We investigate the best $L_2$ approximation of mixed Sobolev spaces by shallow neural networks with $n$ neurons and general activation functions. We first establish an activation-i…