ESSOP: Efficient and Scalable Stochastic Outer Product Architecture for Deep Learning

Vinay Joshi, Geethan Karunaratne, Manuel Le Gallo +5

Deep neural networks (DNNs) have surpassed human-level accuracy in a variety of cognitive tasks but at the cost of significant memory/time requirements in DNN training. This limits…