Approximation of Nonlinear Functionals Using Deep ReLU Networks

Linhao Song, Jun Fan, Di-Rong Chen +1

In recent years, functional neural networks have been proposed and studied in order to approximate nonlinear continuous functionals defined on $L^p([-1,1{]}^s)$ for integers $s\ge 1$…