Yuandong Tian

A theoretical framework for deep locally connected ReLU network

2018 · arXiv (Cornell University)

Understanding theoretical properties of deep and locally connected nonlinear network, such as deep convolutional neural network (DCNN), is still a hard problem despite its empirical success. In this paper, we propose a novel theoretical framework …