Synchronization control of fractional-order neural networks with time-varying delays

Synchronization control of fractional-order neural networks with time-varying delays
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DOI:
10.1109/icaci.2017.7974489
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发表时间:
2017-02
期刊:
2017 Ninth International Conference on Advanced Computational Intelligence (ICACI)
影响因子:
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通讯作者:
Ting Yin;Boshan Chen;J. Zhong
Ting Yin;Boshan Chen;J. Zhong
中科院分区:
其他
文献类型:
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作者:
Ting Yin;Boshan Chen;J. Zhong

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研究了一类具有时变时滞的分数阶神经网络(FDNN)的全局O(t−α)同步问题.设计了两种输出反馈控制器来实现一类FDNN的同步。并以代数不等式的形式给出了一些充分条件。最后,为了证明所得结果的可靠性,我们给出了两个说明性的数值例子。
The paper concerns with the global O(t−α) synchronization for a type of FDNNs (fractional-order neural networks) with time-varying delays. Two types of output feedback controller are designed to synchronize a class of FDNNs. And we give some sufficient conditions in the form of algebraic inequalities. Finally, to demonstrate the reliability of the derived results, we give two illustrative numerical examples.