Pruning Binarized Neural Networks: A Dedicated Framework and Globally Weighted Algorithms

Roan Rubiales, Jean Pierre David

Extreme compression of deep neural networks, up to full binarization, dramatically reduces memory footprint and arithmetic complexity, facilitating deployment on constrained edge h…