Further analysis on global robust exponential stability of neural networks with time-varying delays |
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| Authors: | Jin-Liang Shao Ting-Zhu Huang Xiao-Ping Wang |
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| Institution: | School of Mathematical Sciences, University of Electronic Science and Technology of China, Chengdu, Sichuan 610054, PR China |
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| Abstract: | In this paper, an approach based on H-matrix theory and Halanay inequality is developed to present a sufficient condition for global robust exponential stability of interval neural networks with time-varying delays. Theoretic analysis shows that our result includes a previous result derived in the literature. Finally, some numerical examples are given to show the effectiveness of the obtained results. |
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| Keywords: | Interval neural networks Global robust exponential stability H-matrix Halanay inequality |
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