Exponential lag synchronization of fuzzy cellular neural networks with time-varying delays |
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| Authors: | Zhiwei Xing Jigen Peng |
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| Institution: | 1. School of Automation, Beijing Institute of Technology, Beijing 100081, China;2. Key Laboratory of Complex Systems Intelligent Control and Decision, Beijing Institute of Technology, Beijing 100081, China;1. Department of Applied Mathematics, National Pingtung University of Education, 900 Taiwan, ROC;2. School of Sciences, Jimei University, Xiamen 361021, China |
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| Abstract: | In this paper, we are concerned with the lag synchronization problem of fuzzy cellular neural networks (FCNNs) with time-varying delays. Some sufficient conditions on the exponential lag synchronization of the FCNNs are obtained using a nonlinear measure method. The exponential decay rate of synchronization error is estimated. We also show how to determine the controller gain matrix under this method. Finally, simulation examples are given to illustrate the effectiveness of our obtained results. |
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