An FPGA-Based Convolutional Neural Network Coprocessor

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...

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Bibliographic Details
Main Authors: Changpei Qiu, Xin’an Wang, Tianxia Zhao, Qiuping Li, Bo Wang, Hu Wang
Format: Article
Language:English
Published: Hindawi-Wiley 2021-01-01
Series:Wireless Communications and Mobile Computing
Online Access:http://dx.doi.org/10.1155/2021/3768724