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Global exponential convergence analysis of delayed cellular neural networks |
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| Authors: | Zhang Qiang Ma Run-Nian Wang Chao and Xu Jin |
| Affiliation: | Institute of Electronic Engineering, Xidian University, Xi'an 710071, China; Institute of System Science, Huazhong University of Science and Technology, Wuhan 430074, China |
| Abstract: | Some sufficient criteria have been established to ensure the global exponential stability of delayed cellular neural networks by using an approach based on delay differential inequality. Compared with the method of Lyapunov functionals as in most previous studies, our method is simpler and more effective for a stability analysis of delayed system. Some previously established results in the literature are shown to be special cases of the present result. |
| Keywords: | global exponential stability delayed cellular neural networks delay differentialinequality Lyapunov functionals |
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