On the Learning Dynamics of Two-layer Nonlinear Convolutional Neural Networks

Bing Yu, Junzhao Zhang, Zhanxing Zhu

Convolutional neural networks (CNNs) have achieved remarkable performance in various fields, particularly in the domain of computer vision. However, why this architecture works wel…