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Study on Stability of Continuous-Time Hopfield Network

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成果類型:
期刊論文、會議論文
作者:
Li Tu;Juanjuan Song
通訊作者:
Tu, L.(tulip1907@163.com)
作者機構:
[Li Tu] Department of Computer Science, Hunan City University, Hunan, Yiyang 413000, China
[Juanjuan Song] Department of Chemical and Environmental Engineering, Hunan City University, Hunan, Yiyang 413000, China
語種:
英文
期刊:
Lecture Notes in Electrical Engineering
ISSN:
1876-1100
年:
2012
卷:
141 LNEE
期:
VOL. 1
頁碼:
565-570
會議地點:
Phuket, Thailand
會議主辦單位:
(1) Department of Computer Science, Hunan City University, Hunan, Yiyang 413000, China; (2) Department of Chemical and Environmental Engineering, Hunan City University, Hunan, Yiyang 413000, China
會議贊助商:
Intelligent Inf. Technol. Appl. Res. Assoc.;Hong Kong Education Society
出版者:
Springer Verlag, Tiergartenstrasse 17, Heidelberg, D-69121, Germany
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:
The dynamics of the asymmetric continuous-time Hopfield networks are discussed, and the sufficient conditions for the global and local stability of the network are proposed. Furthermore, two system designing methods for endowing the network with retrieval properties are proposed based on the matrix decomposition method, respectively. And the applications of the network in pattern recognitions and information retrieval are also studied by numerical simulations. ©2012 Springer-Verlag GmbH.

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