Identifying and Exploiting Ineffectual Computations to Enable Hardware Acceleration of Deep Learning

Andreas Moshovos, Jorge Albericio, Patrick Judd, Alberto Delmas, Sayeh Sharify, Mostafa Mahmoud, Tayler H. Hetherington, Milos Nikolic, Dylan Malone Stuart, Kevin Siu, Zissis Poulos, Tor M. Aamodt, Natalie D. Enright Jerger. Identifying and Exploiting Ineffectual Computations to Enable Hardware Acceleration of Deep Learning. In 16th IEEE International New Circuits and Systems Conference, NEWCAS 2018, Montréal, QC, Canada, June 24-27, 2018. pages 356-360, IEEE, 2018. [doi]

Abstract

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