含时滞的忆阻耦合HR神经元的复杂放电行为
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国家自然科学基金资助项目(11872169和11472097),江苏省自然科学基金资助项目(BK20191295),河海大学中央高校基本科研业务费专项资金资助项目(2018B17514)


Complex firing behaviors of a memristive HR neurons with time delays
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    摘要:

    本文研究具有忆阻的两耦合HindmarshRose神经元系统,考虑了神经元间信号传输过程中的时滞效应.借助平衡点的稳定性分析,获得与时滞相关的稳定条件.通过数值算例验证理论结果,揭示各类丰富而有趣的动力学现象,如多种簇放电行为等.搭建相应的耦合神经元电路实验平台,取得与理论分析和数值计算相吻合的结果.研究结果表明,时滞是影响系统稳定性和放电模式的重要因素.

    Abstract:

    In this paper,a two-coupled Hindmarsh-Rose neuronal system with memristors is studied and the effects of the transmission time delay between neurons are taken into account.By analyzing the stability of the equilibrium point,the delay-dependent stability conditions are obtained.Numerical simulations are performed to justify the theoretical results and a variety of rich and interesting dynamical phenomena are also explored,such as different firing behaviors.The platform of the circuit experiment for the coupled neurons is built and the revealed phenomena reach a good agreement with the obtained results.It is shown that the time delay plays important roles in the stability and firing behaviors of the system.

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王松,茅晓晨.含时滞的忆阻耦合HR神经元的复杂放电行为[J].动力学与控制学报,2020,18(1):33~39; Wang Song, Mao Xiaochen. Complex firing behaviors of a memristive HR neurons with time delays[J]. Journal of Dynamics and Control,2020,18(1):33-39.

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历史
  • 收稿日期:2019-09-16
  • 最后修改日期:2019-11-25
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  • 在线发布日期: 2020-03-17
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