ON PASSIVITY ANALYSIS OF STOCHASTIC DELAYED NEURAL NETWORKS WITH RANDOM ABRUPT CHANGES

Xu-Yang Lou () and Bao-Tong Cui ()
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Xu-Yang Lou: Research Center of Control Science and Engineering, Jiangnan University, 1800 Lihu Rd., Wuxi, Jiangsu 214122, P.R. China
Bao-Tong Cui: Research Center of Control Science and Engineering, Jiangnan University, 1800 Lihu Rd., Wuxi, Jiangsu 214122, P.R. China

New Mathematics and Natural Computation (NMNC), 2007, vol. 03, issue 03, 321-330

Abstract: The passivity conditions for stochastic neural networks with time-varying delays and random abrupt changes are considered in this paper. Sufficient conditions on passivity of stochastic neural networks with time-varying delays and random abrupt changes are developed in the linear matrix inequality (LMI) setting. The results obtained in this paper improve and extend some of the previous results.

Keywords: Stochastic neural networks; passivity; random abrupt changes; time-varying delays (search for similar items in EconPapers)
Date: 2007
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DOI: 10.1142/S1793005707000811

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