Efficient Hardware Realization of Convolutional Neural Networks using Intra-Kernel Regular Pruning

Maurice Yang, Mahmoud Faraj, Assem Hussein +1

The recent trend toward increasingly deep convolutional neural networks (CNNs) leads to a higher demand of computational power and memory storage. Consequently, the deployment of C…