Interpolation, Approximation and Controllability of Deep Neural Networks

Jingpu Cheng, Qianxiao Li, Ting Lin +1

We investigate the expressive power of deep residual neural networks idealized as continuous dynamical systems through control theory. Specifically, we consider two properties that…