DYNAMICAL PROPERTIES OF FIRING PATTERNS IN THE HUBER-BRAUN COLD RECEPTOR MODEL IN RESPONSE TO EXTERNAL CURRENT STIMULI

被引:11
作者
Wang, J. [1 ]
Liu, S. [1 ]
Wang, H. [2 ]
Zeng, Y. [3 ]
机构
[1] S China Univ Technol, Sch Math, Guangzhou 510640, Guangdong, Peoples R China
[2] S China Normal Univ, Sch Math Sci, Guangzhou 510631, Guangdong, Peoples R China
[3] Beijing Univ Technol, Ctr Biomed Engn, Beijing 100022, Peoples R China
基金
中国国家自然科学基金;
关键词
firing patterns; phase-locking; interspike intervals (ISIs); firing rate; fast-slow dynamics analysis; Huber-Braun model; NEURON; NOISE; SYNCHRONIZATION; OSCILLATIONS; CONDUCTANCE;
D O I
10.14311/NNW.2015.25.032
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We have studied the role of external current stimuli in a four-dimensional Hodgkin-Huxley-type model of cold receptor in this paper. Firstly, we researched its firing patterns from direct current (DC) and alternating current (AC) stimuli. Under different values of DC stimulus intensity, interspike intervals (ISIs) with period-doubling bifurcation phenomena appeared. Second, research has shown that neurons are extremely sensitive to changes in the frequency and amplitude of the current used to stimulate them. As the stimulus frequency increased, discharge rhythms emerged ranging from burst firing to chaotic firing and spiking firing. Meanwhile, various phase-locking patterns have been studied in this paper, such as p :1 (p > 1), 1 : q (q > 1), 2 : q (q > 1) and p : q (p, q > 1), etc. Finally, based on the fast-slow dynamics analysis, codimension-two bifurcation analysis of the fast subsystem was performed in the parameter (a(sr), B)-plane. We mainly investigated cusp bifurcation, fold-Hopf bifurcation, Bogdanov-Takens bifurcation and generalized Hopf bifurcation. These results revealed the effect of external current stimuli on the neuronal discharge rhythm and were instructive for further understanding the dynamical properties and mechanisms of the Huber-Braun model.
引用
收藏
页码:641 / 655
页数:15
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