${\ell }_0$ Regularized Structured Sparsity Convolutional Neural Networks

Kevin Bui, Fredrick Park, Shuai Zhang +2

Deepening and widening convolutional neural networks (CNNs) significantly increases the number of trainable weight parameters by adding more convolutional layers and feature maps p…