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A Knee-Guided Evolutionary Algorithm for Compressing Deep Neural Networks

IEEE Transactions on Cybernetics

Aug 6, 2019

Yao ZhouZhang Yi

Abstract

Deep neural networks (DNNs) have been regarded as fundamental tools for many disciplines. Meanwhile, they are known for their large-scale parameters, high redundancy in weights, and extensive computing resource consumptions, which pose a tremendous challenge to the deployment in real-ti...read more

Mentioned in this Paper

Medical Devices
Anatomical Space Structure
Compression Procedure
A 19
Knee
Research Study
Knee Region Structure
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A Knee-Guided Evolutionary Algorithm for Compressing Deep Neural Networks

IEEE Transactions on Cybernetics

Aug 6, 2019

Yao ZhouZhang Yi

PMID: 31380778

DOI: 10.1109/tcyb.2019.2928174

Abstract

Deep neural networks (DNNs) have been regarded as fundamental tools for many disciplines. Meanwhile, they are known for their large-scale parameters, high redundancy in weights, and extensive computing resource consumptions, which pose a tremendous challenge to the deployment in real-ti...read more

Mentioned in this Paper

Medical Devices
Anatomical Space Structure
Compression Procedure
A 19
Knee
Research Study
Knee Region Structure

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