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Title: Maintaining synchronization by decentralized feedback control in time delay neural networks with parameter uncertainties
Authors: Chen, Mou
Jiang, Chang-Sheng
Wu, Qing-Xian
Chen, Wen-Hua
Keywords: Neural Network
Synchonization Control
Decentralized Feedback Control
LMI
Issue Date: 2007
Publisher: © World Scientific Publishing
Citation: CHEN, M. ...et al, 2007. Maintaining synchronization by decentralized feedback control in time delay neural networks with parameter uncertainties. International Journal of Neural Systems, 17 (2), pp. 115-122
Abstract: A decentralized feedback control scheme is proposed to synchronize linearly coupled identical neural networks with time-varying delay and parameter uncertainties. Sufficient condition for synchronization is developed by carefully investigating the uncertain nonlinear synchronization error dynamics in this article. A procedure for designing a decentralized synchronization controller is proposed using linear matrix inequality (LMI) technique. The designed controller can drive the synchronization error to zero and overcome disruption caused by system uncertainty and external disturbance.
Description: This article is Restricted Access. It was published in the journal, International Journal of Neural Systems [© World Scientific Publishing] and is available at: http://www.worldscinet.com/ijns/ijns.shtml
URI: https://dspace.lboro.ac.uk/2134/3803
ISSN: 0129-0657
Appears in Collections:Closed Access (Aeronautical and Automotive Engineering)

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