MgNet: A Unified Framework of Multigrid and Convolutional Neural Network

Juncai He, Jinchao Xu

We develop a unified model, known as MgNet, that simultaneously recovers some convolutional neural networks (CNN) for image classification and multigrid (MG) methods for solving di…