Articles with "edge level" as a keyword



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Memory-Reduced Network Stacking for Edge-Level CNN Architecture With Structured Weight Pruning

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Published in 2019 at "IEEE Journal on Emerging and Selected Topics in Circuits and Systems"

DOI: 10.1109/jetcas.2019.2952137

Abstract: This paper presents a novel stacking and multi-level indexing scheme for convolutional neural networks (CNNs) used in energy-limited edge-level systems. Basically, the proposed scheme offers multiple accuracy modes by adopting a structured weight pruning method… read more here.

Keywords: edge level; structured weight; cnn architecture; cnn ... See more keywords