Minimizing Area and Energy of Deep Learning Hardware Design Using Collective Low Precision and Structured Compression

Shihui Yin, Gaurav Srivastava, Shreyas K. Venkataramanaiah +3

Deep learning algorithms have shown tremendous success in many recognition tasks; however, these algorithms typically include a deep neural network (DNN) structure and a large numb…