most citedResidual Networks as Nonlinear Systems: Stability Analysis using Linearization

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cs.LG2019★ 1 cited

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…