4.5 Article

Passivity analysis for uncertain neural networks with discrete and distributed time-varying delays

Journal

PHYSICS LETTERS A
Volume 373, Issue 14, Pages 1242-1248

Publisher

ELSEVIER SCIENCE BV
DOI: 10.1016/j.physleta.2009.01.047

Keywords

Neural networks; Passivity; Time-varying delays; LMIs

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In this Letter, the passivity problem of uncertain neural networks with discrete and distributed time-varying delays is investigated. New delay-dependent conditions for this problem are obtained by using a novel Lyapunov functional together with the linear matrix inequality (LMI) approach. Numerical examples are given to show the effectiveness of our theoretical results. (C) 2009 Elsevier B.V. All rights reserved.

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