Fredholm integral equations for function approximation and the training of neural networks

Patrick Gelß, Aizhan Issagali, Ralf Kornhuber

We present a novel and mathematically transparent approach to function approximation and the training of large, high-dimensional neural networks, based on the approximate least-squ…