Improved Stability Analysis for Neural Networks with Time-Varying Delay

Yongming Li, Junkang Tian, Jinzhou Zhao, Liehui Zhang and Tiejun Li

Mathematical Problems in Engineering, 2012, vol. 2012, 1-19

Abstract:

This paper concerned the problem of delay-dependent asymptotic stability for neural networks with time-varying delay. A new class of Lyapunov functional dividing the interval delay is constructed to derive some new delay-dependent stability criteria. The obtained criteria are less conservative because free-weighting matrices method, a convex optimization approach, and a mixed dividing delay interval approach are considered. Finally, numerical examples are given to illustrate the effectiveness of the proposed method.

Date: 2012
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Persistent link: https://EconPapers.repec.org/RePEc:hin:jnlmpe:950269

DOI: 10.1155/2012/950269

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