Deep neural networks, generic universal interpolation, and controlled ODEs

Christa Cuchiero, Martin Larsson, Josef Teichmann

A recent paradigm views deep neural networks as discretizations of certain controlled ordinary differential equations, sometimes called neural ordinary differential equations. We m…