| Novel delay dependent stability analysis of Takagi—Sugeno fuzzy uncertain neural networks with time varying delays |
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| 引用本文： | M. Syed Ali. Novel delay dependent stability analysis of Takagi—Sugeno fuzzy uncertain neural networks with time varying delays[J]. 中国物理 B, 2012, 21(7): 70207-070207. DOI: 10.1088/1674-1056/21/7/070207 |
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| 作者姓名： | M. Syed Ali |
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| 作者单位： | Department of Mathematics, Thiruvalluvar University |
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| 摘 要： | This paper presents the stability analysis for a class of neural networks with time varying delays that are represented by the Takagi-Sugeno (T-S) model. The main results given here focus on the stability criteria using a new Lyapunov functional. New relaxed conditions and new linear matrix inequality-based designs are proposed that outperform the previous results found in the literature. Numerical examples are provided to show that the achieved conditions are less conservative than the existing ones in the literature.
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| 关 键 词： | neutral neural networks linear matrix inequality Lyapunov stability time varying delays |
| 收稿时间： | 2011-09-26 |
Novel delay-dependent stability analysis of Takagi-Sugeno fuzzy uncertain neural networks with time varying delays |
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| M. Syed Ali. Novel delay-dependent stability analysis of Takagi-Sugeno fuzzy uncertain neural networks with time varying delays[J]. Chinese Physics B, 2012, 21(7): 70207-070207. DOI: 10.1088/1674-1056/21/7/070207 |
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| Authors: | M. Syed Ali |
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| Affiliation: | Department of Mathematics, Thiruvalluvar University, Vellore 632 106, Tamilnadu, India |
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| Abstract: | This paper presents the stability analysis for a class of neural networks with time varying delays that are represented by the Takagi--Sugeno (T--S) model. The main results given here focus on the stability criteria using a new Lyapunov functional. New relaxed conditions and new linear matrix inequality-based designs are proposed that outperform the previous results found in the literature. Numerical examples are provided to show that the achieved conditions are less conservative than the existing ones in the literature. |
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| Keywords: | neutral neural networks linear matrix inequality Lyapunov stability time varying delays |
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