An Interpretive Constrained Linear Model for ResNet and MgNet

Juncai He, Jinchao Xu, Lian Zhang +1

We propose a constrained linear data-feature-mapping model as an interpretable mathematical model for image classification using a convolutional neural network (CNN). From this vie…