Parameter dependence of stochastic resonance in the stochastic Hodgkin-Huxley neuron

被引:96
|
作者
Lee, SG
Kim, S
机构
[1] Pohang Univ Sci & Technol, Brain Res Ctr, Pohang 790784, South Korea
[2] Pohang Univ Sci & Technol, Nonlinear & Complex Syst Lab, Dept Math & Phys, Pohang 790784, South Korea
来源
PHYSICAL REVIEW E | 1999年 / 60卷 / 01期
关键词
D O I
10.1103/PhysRevE.60.826
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
Recently, the phenomena of stochastic resonance (SR) have attracted much attention in the studies of the excitable systems under inherent noise, in particular, nervous systems. We study SR in a stochastic Hodgkin-Huxley neuron under Ornstein-Uhlenbeck noise and periodic stimulus, focusing on the dependence of properties of SR on stimulus parameters. We find that the dependence of the critical forcing amplitude on the frequency of the periodic stimulus shows a bell-shaped structure with a minimum at the stimulus frequency, which is quite different from the monotonous dependence observed in the bistable system at a small frequency range. The frequency dependence of the critical forcing amplitude is explained in connection with the firing onset bifurcation curve of the Hodgkin-Huxley neuron in the deterministic situation. The optimal noise intensity for maximal amplification is also found to show a similar structure. [S1063-651X(99)03407-8].
引用
收藏
页码:826 / 830
页数:5
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