Bifurcations in the Hodgkin-Huxley model exposed to DC electric fields

被引:12
|
作者
Che, Yanqiu [1 ]
Wang, Jiang [2 ]
Deng, Bin [2 ]
Wei, Xile [2 ]
Han, Chunxiao [1 ]
机构
[1] Tianjin Univ Technol & Educ, Sch Automat & Elect Engn, Tianjin Key Lab Informat Sensing & Intelligent Co, Tianjin 300222, Peoples R China
[2] Tianjin Univ, Sch Elect Engn & Automat, Tianjin 300072, Peoples R China
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
Hodgkin-Huxley model; Hopf bifurcation; Electric fields; MULTIPLE-PARAMETER SPACE; PERIODIC-SOLUTIONS; EPILEPTIFORM ACTIVITY; HOPF BIFURCATIONS; EXCITABILITY; EQUATIONS; POTASSIUM; MEMBRANE; PURKINJE; REGIONS;
D O I
10.1016/j.neucom.2011.11.019
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Diverse behaviors of the original Hodgkin-Huxley (HH) model, depending on the parameter values, have been studied extensively. This paper proposes modified HH equations exposed to externally applied extremely low frequency (ELF) electric fields. We investigate the effect of the DC electric fields on the dynamics of the modified HH model using bifurcation analysis. The obtained bifurcation sets partition the two dimensional parameter space, representing intensity of externally applied DC current and trans-membrane voltage induced by external DC electric fields, in terms of the qualitatively different behaviors of the HH model. Thus the neuronal information encodes the stimulus information, and vice versa. We also illustrate that the multi-stability phenomena in the HH model are associated with Hopf and double cycle bifurcations. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:41 / 48
页数:8
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