Residual Networks as Nonlinear Systems: Stability Analysis using Linearization

Kai Rothauge, Zhewei Yao, Zixi Hu +1

We regard pre-trained residual networks (ResNets) as nonlinear systems and use linearization, a common method used in the qualitative analysis of nonlinear systems, to understand t…