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Study on diluted symmetric discrete-time Hopfield network

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成果類型:
會議論文
作者:
Tu, Li;Wang, Yan
通訊作者:
Tu, L.(tulip1907@163.com)
作者機構:
[Tu, Li; Wang, Yan] Department of Computer Science, Hunan City University, Yiyang, Hunan 413000, China
語種:
英文
期刊:
Lecture Notes in Electrical Engineering
ISSN:
1876-1100
年:
2012
卷:
140 LNEE
頁碼:
303-308
會議名稱:
2011 International Conference on Electronic Engineering, Communication and Management, EECM 2011
會議時間:
December 24, 2011 - December 25, 2011
會議地點:
Beijing, China
會議主辦單位:
(1) Department of Computer Science, Hunan City University, Yiyang, Hunan 413000, China
會議贊助商:
Beijing Gireida Education Co. Ltd;International Science and Education Researcher Association;VIP Information Conference Center;Wuhan University of Science and Technology
出版者:
Springer Verlag
機構署名:
本校為第一機構
院系歸屬:
信息與電子工程學院
摘要:
An efficient system designing method for endowing the diluted symmetric discrete-time Hopfield networks with retrieval properties is proposed based on the matrix decomposition and connection elimination method. Numerical simulations show that the blurred patterns can correctly retrieved, and about 80% wiring cost can be reduced. This method can be applied in the design of large-scale neural networks, this greatly reduces the cost of neural circuit design. &copy;2012 Springer-Verlag.<br/>

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