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	Research on fault tolerance based on neural networks
	Kang, RX ; Song, J ; Zhang, YY
	2010-05-10 ; 2010-05-10
会议名称	2004 7TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS 1-3 ; 7th International Conference on Signal Processing ; Beijing, PEOPLES R CHINA ; Web of Science
关键词	fault tolerance neural networks controller executor Computer Science, Artificial Intelligence Engineering, Electrical & Electronic Imaging Science & Photographic Technology Telecommunications
中文摘要	An architecture of fault tolerance based on multi-layer feedforward neural networks is presented in this paper. An algorithm for the fault-tolerance analysis in fault detection is presented based on building a stochastic fault model for feedforward neural networks and analyzing the features fault propagation. A controller for fault-tolerance is designed by controller reconfiguration. Satisfactory simulation results show that this architecture of redundancy has a much higher reliability.
会议录出版者	PUBLISHING HOUSE ELECTRONICS INDUSTRY ; BEIJING ; PO BOX 173 WANSHOU ROAD, BEIJING 100036, PEOPLES R CHINA
语种	英语 ; 英语
内容类型	会议论文
源URL	[http://hdl.handle.net/123456789/19556]
专题	清华大学
推荐引用方式 GB/T 7714	Kang, RX,Song, J,Zhang, YY. Research on fault tolerance based on neural networks[C]. 见:2004 7TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS 1-3, 7th International Conference on Signal Processing, Beijing, PEOPLES R CHINA, Web of Science.

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