Design of FPGA Accelerator Architecture for Convolutional Neural Network

Design of FPGA Accelerator Architecture for Convolutional Neural Network

With the rapid development of artificial intelligence, convolutional neural networks (CNN) play an increasingly important role in many fields. In this paper, the existing convolutional neural network model is analyzed, and a convolutional neural network accelerator based on field-programmable gate a...

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Bibliographic Details
Main Author: LI Bingjian, QIN Guoxuan, ZHU Shaojie, PEI Zhihui
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2020-03-01
Series:Jisuanji kexue yu tansuo
Subjects:
hardware accelerator
field-programmable gate array (fpga)
convolutional neural network (cnn)
parameterized architecture
pipeline
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2137.shtml

Internet

http://fcst.ceaj.org/CN/abstract/abstract2137.shtml

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