Journal
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION
Volume 17, Issue 3, Pages 1117-1124Publisher
ELSEVIER SCIENCE BV
DOI: 10.1016/j.cnsns.2011.08.022
Keywords
Interval neural networks; Global robust exponential stability; H-matrix; Halanay inequality
Categories
Funding
- NSFC [60973015, 61170311]
- Sichuan Province Sci. & Tech. Research Project [2009HH0025, 2011JY0002]
- Fundamental Research Funds for the Central Universities [ZYGX2010J106]
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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. (C) 2011 Elsevier B.V. All rights reserved.
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