Central and Non-central Limit Theorems arising from the Scattering Transform and its Neural Activation Generalization

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

Motivated by analyzing complicated and non-stationary time series, we study a generalization of the scattering transform (ST) that includes broad neural activation functions, which…