Asymptotic Analysis of Higher-order Scattering Transform of Gaussian Processes

Gi-Ren Liu, Yuan-Chung Sheu, Hau-Tieng Wu

We analyze the scattering transform with the quadratic nonlinearity (STQN) of Gaussian processes without depth limitation. STQN is a nonlinear transform that involves a sequential…