Neural Networks at a Fraction with Pruned Quaternions

Sahel Mohammad Iqbal, Subhankar Mishra

Contemporary state-of-the-art neural networks have increasingly large numbers of parameters, which prevents their deployment on devices with limited computational power. Pruning is…