Analytic Function Approximation by Path-Norm-Regularized Deep Neural Networks
Aleksandr Beknazaryan · Entropy · 2022
We show that neural networks with an absolute value activation function and with network path norm, network sizes and network weights having logarithmic dependence on 1/ε can ε-approximate functions that are analytic on certain regions of Cd.