Bounded noise-induced coherence resonance in a single Rulkov neuron

被引:5
|
作者
Li, D. [1 ]
Zheng, Y. [2 ]
Yang, Y. [2 ]
机构
[1] Taiyuan Univ Technol, Coll Data Sci, Taiyuan 030024, Shanxi, Peoples R China
[2] Taiyuan Univ Technol, Coll Math, Taiyuan 030024, Shanxi, Peoples R China
关键词
Bounded noise; Coherence resonance; Chaotic neural model; STOCHASTIC RESONANCE; COLORED-NOISE; STABILITY; TRANSITIONS; DRIVEN; SYSTEMS; MODEL;
D O I
10.1007/s12648-019-01409-7
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Based on the chaotic Rulkov model, we investigate the impacts of bounded noise on firing activity of the neural system. First, the chaotic neural model and bounded noise are introduced and analyzed. Then, different firing patterns of the neural model driven by bounded noise are present. Finally, taking the coherence parameter R to measure the regularity of firing behavior, it is demonstrated that the regularity of neural membrane potential could achieve optimal by adjusting either the intensity of bounded noise or its frequency to an appropriate value, which means that the phenomenon of coherence resonance occurs. Moreover, it is found that coherence resonance can also be induced by another kind of bounded noise, called sine-Wiener noise. The results of this paper are beneficial to explore the functional role of noise on neural system.
引用
收藏
页码:1477 / 1484
页数:8
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