Continuous limits of residual neural networks in case of large input data

M. Herty, A. Thuenen, T. Trimborn +1

Residual deep neural networks (ResNets) are mathematically described as interacting particle systems. In the case of infinitely many layers the ResNet leads to a system of coupled…