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An linear matrix inequality approach to global synchronisation of non-parameter perturbations of multi-delay Hopfield neural network |
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| Authors: | Shao Hai-Jian Cai Guo-Liang and Wang Hao-Xiang |
| Institution: | Nonlinear Scientific Research Center, Jiangsu University, Zhenjiang 212013, China;Nonlinear Scientific Research Center, Jiangsu University, Zhenjiang 212013, China;Nonlinear Scientific Research Center, Jiangsu University, Zhenjiang 212013, China |
| Abstract: | In this study, a successful linear matrix inequality approach is used to analyse a non-parameter perturbation of multi-delay Hopfield neural network by constructing an appropriate Lyapunov-Krasovskii functional. This paper presents the comprehensive discussion of the approach and also extensive applications. |
| Keywords: | Hopfield neural network LMI approach global synchronisation sliding mode control |
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