2021
DOI: 10.1155/2021/3768724
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An FPGA‐Based Convolutional Neural Network Coprocessor

Abstract: In this paper, an FPGA-based convolutional neural network coprocessor is proposed. The coprocessor has a 1D convolutional computation unit PE in row stationary (RS) streaming mode and a 3D convolutional computation unit PE chain in pulsating array structure. The coprocessor can flexibly control the number of PE array openings according to the number of output channels of the convolutional layer. In this paper, we design a storage system with multilevel cache, and the global cache uses multiple broadcasts to di… Show more

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Cited by 4 publications
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References 17 publications
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