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Dynamical responses in a new neuron model subjected to electromagnetic induction and phase noise
Wu, Fuqiang1; Wang, Chunni1; Jin, Wuyin2; Ma, Jun1
2017-03
发表期刊PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
ISSN0378-4371
卷号469页码:81-88
摘要Complex electrical activities in neuron can induce time-varying electromagnetic field and the effect of various electromagnetic inductions should be considered in dealing with electrical activities of neuron. Based on an improved neuron model, the effect of electromagnetic induction is described by using magnetic flux, and the modulation of magnetic flux on membrane potential is realized by using memristor coupling. Furthermore, additive phase noise is imposed on the neuron to detect the dynamical response of neuron and phase transition in modes. The dynamical properties of electrical activities are detected and discussed, and double coherence resonance behavior is observed, respectively. Furthermore, multiple modes of electrical activities can be observed in the sampled time series for membrane potential of the neuron model. (C) 2016 Elsevier B.V. All rights reserved.
关键词Electromagnetic induction Neuron Stochastic resonance Bifurcation
DOI10.1016/j.physa.2016.11.056
收录类别SCI ; SCIE
语种英语
资助项目National Natural Science Foundation of China[11672122][11365014][11372122]
WOS研究方向Physics
WOS类目Physics, Multidisciplinary
WOS记录号WOS:000392793500008
出版者ELSEVIER
EI入藏号20164803053148
EI主题词Neurons
EI分类号461.9 Biology - 701 Electricity and Magnetism - 701.2 Magnetism: Basic Concepts and Phenomena - 931.1 Mechanics - 961 Systems Science
引用统计
被引频次:132[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://ir.lut.edu.cn/handle/2XXMBERH/33342
专题理学院
机电工程学院
通讯作者Ma, Jun
作者单位1.Lanzhou Univ Technol, Dept Phys, Lanzhou 730050, Peoples R China;
2.Lanzhou Univ Technol, Coll Mechanoelect Engn, Lanzhou 730050, Peoples R China
第一作者单位理学院
通讯作者单位理学院
第一作者的第一单位理学院
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GB/T 7714
Wu, Fuqiang,Wang, Chunni,Jin, Wuyin,et al. Dynamical responses in a new neuron model subjected to electromagnetic induction and phase noise[J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS,2017,469:81-88.
APA Wu, Fuqiang,Wang, Chunni,Jin, Wuyin,&Ma, Jun.(2017).Dynamical responses in a new neuron model subjected to electromagnetic induction and phase noise.PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS,469,81-88.
MLA Wu, Fuqiang,et al."Dynamical responses in a new neuron model subjected to electromagnetic induction and phase noise".PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 469(2017):81-88.
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