Lag Synchronization of Coupled Delayed Chaotic Neural Networks by Periodically Intermittent Control

Lag Synchronization of Coupled Delayed Chaotic Neural Networks by Periodically Intermittent Control
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DOI:
10.1155/2013/501461
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发表时间:
2013-02
影响因子:
--
通讯作者:
Songjian Dan;Simon X. Yang;W. Feng
Songjian Dan;Simon X. Yang;W. Feng
中科院分区:
--
文献类型:
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作者:
Songjian Dan;Simon X. Yang;W. Feng

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研究了具有时滞的耦合神经网络的滞后同步问题。利用李雅普诺夫稳定性理论和间歇控制理论,得到了时滞同步的充分条件。与已有结果相比,得到了保证误差系统稳定的保守性较低的条件。数值模拟结果证实了分析结果。
We investigate the lag synchronization of coupled neural networks with time delay. Some sufficient conditions for lag synchronization will be derived by using Lyapunov stability theory and intermittent control. Compared to existing results, some less conservative conditions are derived to guarantee the stabilization of error system. The analytical results are confirmed by numerical simulations.