Systems and methods for compression and acceleration of convolutional neural networks

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United States of America

PATENT NO 12073306
SERIAL NO

17551967

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Abstract

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Systems and methods are disclosed for a centrosymmetric convolutional neural network (CSCNN), an algorithm/hardware co-design framework for CNN compression and acceleration that mitigates the effects of computational irregularity and effectively exploits computational reuse and sparsity for increased performance and energy efficiency.

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Patent Owner(s)

Patent OwnerAddress
THE GEORGE WASHINGTON UNIVERSITY1922 F ST NW WASHINGTON DC 20052

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Li, Jiajun Arlington, US 30 81
Louri, Ahmed Vienna, US 11 29

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