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Adaptive synchronization of neural networks with time-varying delay and distributed delay

Kai Wang, Zhidong Teng and Haijun Jiang

Physica A: Statistical Mechanics and its Applications, 2008, vol. 387, issue 2, 631-642

Abstract: In this paper, the adaptive synchronization of neural networks with time-varying delay and distributed delay is discussed. Based on the LaSalle invariant principle of functional differential equations and the adaptive feedback control technique, some sufficient conditions for adaptive synchronization of such a system are obtained. Finally, a numerical example is given to show the effectiveness of the proposed synchronization method.

Keywords: Neural networks; Adaptive synchronization; Time-varying delay; Distributed delay; LaSalle invariant principle; Adaptive feedback control; Lyapunov functional (search for similar items in EconPapers)
Date: 2008
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Citations: View citations in EconPapers (8)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:phsmap:v:387:y:2008:i:2:p:631-642

DOI: 10.1016/j.physa.2007.09.016

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Physica A: Statistical Mechanics and its Applications is currently edited by K. A. Dawson, J. O. Indekeu, H.E. Stanley and C. Tsallis

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