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Title |
Stability Analysis of Fuzzy Cellular Neural Networks with Time-Varying Delays and Impulses |
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Author |
Kelin Li, Qiankun Song |
| Citation |
Vol. 6 No. 7 pp. 108-116 |
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Abstract |
In this paper, a generalized model of fuzzy cellular neural networks (FCNN) with time-varying delays and impulses is investigated. By employing the delay differential inequality with impulses initial conditions and using the properties of M-cone and eigenspace of the spectral radius of nonnegative matrices, some sufficient conditions for global exponential stability of FCNN with time-varying delays and impulses are obtained. An example is given to show the effectiveness of the obtained results. |
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Keywords |
Fuzzy cellular neural networks, delays, impulses, global exponential stability |
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