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Global asymptotic stability for a class of nonlinear neural networks with multiple delays |
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| Authors: | Yi-You Hou Teh-Lu Liao Jun-Juh Yan |
| Affiliation: | 1. Department of Engineering Science, National Cheng Kung University, Tainan 701, Taiwan, ROC;2. Department of Computer and Communication, Shu-Te University, Kaohsiung 824, Taiwan, ROC |
| 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. |
| Keywords: | Neural networks Global asymptotic stability (GAS) Lyapunov stability theory Linear matrix inequality (LMI) |
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