Fast On-the-fly Retraining-free Sparsification of Convolutional Neural Networks

Amir H. Ashouri, Tarek S. Abdelrahman, Alwyn Dos Remedios

Modern Convolutional Neural Networks (CNNs) are complex, encompassing millions of parameters. Their deployment exerts computational, storage and energy demands, particularly on emb…