Mode-dependent projective synchronization for neutral-type neural networks with distributed time-delays
Mode-dependent projective synchronization for neutral-type neural networks with distributed time-delays
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DOI：
10.1016/j.neucom.2014.03.032
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发表时间：
2014-09
期刊：
影响因子：
6
通讯作者：
Qingyu Zhu;Wuneng Zhou;Liuwei Zhou;Mingqi Wu;Dongbing Tong
中科院分区：
文献类型：
--
作者：
Qingyu Zhu;Wuneng Zhou;Liuwei Zhou;Mingqi Wu;Dongbing Tong
研究了一类具有分布时滞的随机中立型神经网络的模相关投影同步问题。利用李雅普诺夫稳定性理论和自适应控制方法，推导了该中立型神经网络模型的充分投影同步判据。通过数值模拟验证了理论结果的可行性和有效性。
This paper investigates the mode-dependent projective synchronization problem of a couple of stochastic neutral-type neural networks with distributed time-delays. By using the Lyapunov stability theory and the adaptive control method, a sufficient projective synchronization criterion for this neutral-type neural network model is derived. A numerical simulation is exploited to illustrate the feasibility and effectiveness of the theoretical result.