Compressing deep neural networks by matrix product operators

Ze-Feng Gao, Song Cheng, Rong-Qiang He +4

A deep neural network is a parametrization of a multilayer mapping of signals in terms of many alternatively arranged linear and nonlinear transformations. The linear transformatio…