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Spatial Shift Point-Wise Quantization

Published in IEEE Access • Jan 1, 2020
NobleIDNI1P41W15R95S79
Authors:
Eunhui Kim
,
Kyong-Ha Lee

Abstract

Deep neural networks (DNN) have been applied to numerous artificial-intelligence applications because of their remarkable accuracy. However, computational requirements for deep neural networks are recently skyrocketing far beyond the Moore's Law. In addition to the importance of accuracy, the indust...

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