Energy Propagation in Scattering Convolution Networks Can Be Arbitrarily Slow

Hartmut Führ, Max Getter

We analyze energy decay for deep convolutional neural networks employed as feature extractors, including Mallat's wavelet scattering transform. For time-frequency scattering transf…