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Global Asymptotic Stability of Neural Networks with Time Delay
Authors:Xiao Xiaodan Zhang Jie
Institution:Yanshan University Qinhuangdao Hebei 066004
Abstract:The global asymptotic stability problem of Cellular neural networks with delay is investigated.A new stability condition is presented based on Lyapunov-Krasovskii method,which is dependent on the size of delay.The result is given in the form of LMI,and the admitted upper bound of the delay can be obtained easily.The time delay dependent and independent results can be obtained,which include some results in the former literature.Finally,a numerical example is given to illustrate the effectiveness of the main results.
Keywords:Delayed cellular neural networks(DCNNs)  LMI  global stability
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