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 |
ISSN | 0378-4371 |
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 |
DOI | 10.1016/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 | |
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 |
推荐引用方式 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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