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Efficient Processing of Deep Neural Networks: A Tutorial and Survey

Published in Proceedings of the IEEE • Nov 20, 2017
Authors:
Vivienne Sze
,
Yu‐Hsin Chen
,
Tien-Ju Yang

Abstract

Deep neural networks (DNNs) are currently widely used for many artificial intelligence (AI) applications including computer vision, speech recognition, and robotics. While DNNs deliver state-of-the-art accuracy on many AI tasks, it comes at the cost of high computational complexity. Accordingly, tec...

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