On the Number of Linear Regions of Convolutional Neural Networks

H. Xiong, L. Huang, M. Yu +3

One fundamental problem in deep learning is understanding the outstanding performance of deep Neural Networks (NNs) in practice. One explanation for the superiority of NNs is that…