标题:A single layer architecture to FPGA implementation of BP artificial neural network
作者:Liu, Shoushan ;Chen, Yan ;Xu, Wenshang ;Zhang, Tongjun
通讯作者:Liu, S
作者机构:[Liu, Shoushan ;Chen, Yan ;Xu, Wenshang ;Zhang, Tongjun ] College of Information and Electrical Engineering, Shandong University of Science and Techno 更多
会议名称:2010 2nd International Asia Conference on Informatics in Control, Automation and Robotics, CAR 2010
会议日期:March 6, 2010 - March 7, 2010
来源:CAR 2010 - 2010 2nd International Asia Conference on Informatics in Control, Automation and Robotics
出版年:2010
卷:2
页码:258-264
DOI:10.1109/CAR.2010.5456553
摘要:Based on discussions of the hardware implementations of artificial neural network (ANN), the single layer architecture to FPGA of the back propagation artificial neural network (BP ANN) is proposed. To construct the single layer architecture, the computing blocks of BP ANN are presented. The construction of the single layer architecture is described. According the experiments of the implementation in FPGA and the defects classification in ultrasonic nondestruction detection of carbon fibre reinforced plastic (CFRP), the single layer architecture of BP ANN performs well and can serve the applications. ©2010 IEEE.
收录类别:EI
资源类型:会议论文
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