| 基于自适应控制的忆阻神经网络同步研究 |
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| 引用本文： | 谢涛.基于自适应控制的忆阻神经网络同步研究[J].西南农业大学学报,2018,40(5):178. |
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| 作者姓名： | 谢涛 |
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| 作者单位： | 西南大学信息中心 |
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| 基金项目： | 重庆市科委前沿与基础研究项目(ctsc2014cyjA40053)；中央高校基本科研业务费项目(XDJK2013C143) |
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| 摘 要： | 研究了带有时变时滞的忆阻神经网络同步问题.通过运用菲利波夫解框架、微分包含理论、自适应控制技术,用一种新颖的李雅普诺夫函数设计了驱动——响应系统的自适应同步规则,获得了带有时滞的忆阻神经网络的自适应同步条件.最后,通过仿真实验验证了同步条件的正确性.
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| 关 键 词： | 忆阻神经网络 时滞 自适应控制 同步条件 |
Synchronization of Memristive Neural Networks with Delays Based on Adaptive Control |
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| XIE Tao.Synchronization of Memristive Neural Networks with Delays Based on Adaptive Control[J].Journal of Southwest Agricultural University,2018,40(5):178. |
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| Authors: | XIE Tao |
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| Abstract: | In this paper, we study the synchronization of memristive neural networks with time-varying delays. Using the framework of Filippov solution, the differential inclusion theory and the adaptive control technique in combination with a novel Lyapunov function, we obtain a class of sufficient adaptive synchronization criteria in terms of memristive neural networks. Finally, the validity of the synchronization condition is verified by means of simulation experiments. |
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