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Global asymptotic stability for a class of nonlinear neural networks with multiple delays

Authors :
Hou, Yi-You
Liao, Teh-Lu
Yan, Jun-Juh
Source :
Nonlinear Analysis. Dec2007, Vol. 67 Issue 11, p3037-3040. 4p.
Publication Year :
2007

Abstract

Abstract: This paper investigates the global asymptotic stability (GAS) for a class of nonlinear neural networks with multiple delays. Based on Lyapunov stability theory and the linear matrix inequality (LMI) technique, a less conservative delay-dependent stability criterion is derived. The present result is shown to be less conservative than those given in the literature. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
0362546X
Volume :
67
Issue :
11
Database :
Academic Search Index
Journal :
Nonlinear Analysis
Publication Type :
Academic Journal
Accession number :
26036425
Full Text :
https://doi.org/10.1016/j.na.2006.09.049