Minimizing area and energy of deep learning hardware design using collective low precision and structured compression

Shihui Yin, Gaurav Srivastava, Shreyas K. Venkataramanaiah, Chaitali Chakrabarti, Visar Berisha, Jae-sun Seo. Minimizing area and energy of deep learning hardware design using collective low precision and structured compression. In Michael B. Matthews, editor, 51st Asilomar Conference on Signals, Systems, and Computers, ACSSC 2017, Pacific Grove, CA, USA, October 29 - November 1, 2017. pages 1907-1911, IEEE, 2017. [doi]

Abstract

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