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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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Autor principal: LI Bingjian, QIN Guoxuan, ZHU Shaojie, PEI Zhihui
Format: Artigo
Idioma:Chinês
Publicat: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2020-03-01
Col·lecció:Jisuanji kexue yu tansuo
Matèries:
hardware accelerator
field-programmable gate array (fpga)
convolutional neural network (cnn)
parameterized architecture
pipeline
Accés en línia:http://fcst.ceaj.org/CN/abstract/abstract2137.shtml
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