Journal
PHYSICS LETTERS A
Volume 373, Issue 3, Pages 342-348Publisher
ELSEVIER SCIENCE BV
DOI: 10.1016/j.physleta.2008.11.048
Keywords
Delay-dependent stability; Time-varying delay; Neural networks; Linear matrix inequality (LMI)
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The problem of the stability analysis of neural networks with time-varying delay is considered in this Letter. By constructing a new augmented Lyapunov functional which contains a triple-integral term, an improved delay-dependent stability criterion is derived in terms of LMI using the free-weighting matrices method. The rate-range of the delay is also considered in the derivation of the criterion. Numerical examples are presented to illustrate the effectiveness of the proposed method. (C) 2008 Elsevier B.V. All rights reserved.
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