二维映射神经元模型中的振动共振
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国家自然科学基金资助项目(61072012)


Vibrational resonance in a two-dimensional neural map
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    摘要:

    在二维映射神经元模型中,同时施加高、低两种不同频率的刺激信号,以高频信号为调制信号,研究其对系统动力学特性的影响.仿真结果表明,通过调节高频信号的幅值为某一合适值,可以使得神经元膜电位对弱低频信号的线性响应达到最优,产生振动共振现象, 从而证实了高频刺激信号能够帮助神经元探测和传导弱低频信号.另外,还研究了模型和信号参数对系统共振特性的影响.

    Abstract:

    The dynamics of a twodimensional neural map subjected to two harmonic signals with different frequencies was investigated by numerical simulation.The linear response of neuron membrane potential to the lowfrequency signal can achieve optimal by modulating the amplitude of highfrequency signal to an appropriate value, where the phenomenon of vibrational resonance occurs.It is shown that the highfrequency signal can help the weak lowfrequency signal detection and information propagation.Furthermore, the influences of parameters of the map and input signals on the resonance dynamics were also studied.

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引用本文

刘秋香,于海涛,王江.二维映射神经元模型中的振动共振[J].动力学与控制学报,2012,10(1):92~96; Liu Qiuxiang, Yu Haitao, Wang Jiang. Vibrational resonance in a two-dimensional neural map[J]. Journal of Dynamics and Control,2012,10(1):92-96.

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历史
  • 收稿日期:2011-08-15
  • 最后修改日期:2011-11-01
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  • 在线发布日期: 2012-03-06
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