System design and hardware realization of convolution neural network system in deep learning

In this paper, a deep convolution neural network system is designed and implemented by FPGA hardware platform for the problem that the convolution neural network(CNN) in deep learning is slow and time consuming under the CPU platform. The system uses the rectified linear unit(ReLU) as the characteri...

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Bibliographic Details
Main Authors: Wang Kun, Zhou Hua
Format: Article
Language:zho
Published: National Computer System Engineering Research Institute of China 2018-05-01
Series:Dianzi Jishu Yingyong
Subjects:
CNN
Online Access:http://www.chinaaet.com/article/3000082399