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

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.

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Year of publication:	2007
Authors:	LOU, XU-YANG ; CUI, BAO-TONG
Published in:	New Mathematics and Natural Computation (NMNC). - World Scientific Publishing Co. Pte. Ltd., ISSN 1793-7027. - Vol. 03.2007, 03, p. 321-330
Publisher:	World Scientific Publishing Co. Pte. Ltd.
Subject:	Stochastic neural networks \| passivity \| random abrupt changes \| time-varying delays

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Extent:	application/pdf text/html
Type of publication:	Article
Source:	RePEc - Research Papers in Economics

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