Articles with "refined pruning" as a keyword



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Optimizing the Deep Neural Networks by Layer-Wise Refined Pruning and the Acceleration on FPGA

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Published in 2022 at "Computational Intelligence and Neuroscience"

DOI: 10.1155/2022/8039281

Abstract: To accelerate the practical applications of artificial intelligence, this paper proposes a high efficient layer-wise refined pruning method for deep neural networks at the software level and accelerates the inference process at the hardware level… read more here.

Keywords: neural networks; refined pruning; layer wise; deep neural ... See more keywords