Institutional Repository of Coll Elect & Informat Engn
Collective response, synapse coupling and field coupling in neuronal network | |
Guo, Shengli1; Xu, Ying1; Wang, Chunni1; Jin, Wuyin3; Hobiny, Aatef4; Ma, Jun1,2 | |
2017-12 | |
发表期刊 | CHAOS SOLITONS & FRACTALS |
ISSN | 0960-0779 |
卷号 | 105页码:120-127 |
摘要 | Based on an improved neuron model with electromagnetic induction, the collective responses of chain neuronal network are detected. Besides the gap junction coupling between adjacent neurons, magnetic flux coupling is used to describe the effect of field coupling among all neurons. A statistical factor of synchronization is calculated to find the pattern stability dependence on the coupling intensity of junction coupling and field coupling. Bifurcation analysis and wave propagation are presented. It is found that signal propagation can be suppressed by field coupling on the network driven by external stimulus with diversity. Otherwise, network synchronization can be enhanced when external current stimulus are imposed on neurons of the network uniformly. (C) 2017 Elsevier Ltd. All rights reserved. |
关键词 | Neuronal network Memristor Factor of synchronization Magnetic flux |
DOI | 10.1016/j.chaos.2017.10.019 |
收录类别 | SCI ; SCIE |
语种 | 英语 |
资助项目 | National Natural Science Foundation of China[11372122][11672122][11365014] |
WOS研究方向 | Mathematics ; Physics |
WOS类目 | Mathematics, Interdisciplinary Applications ; Physics, Multidisciplinary ; Physics, Mathematical |
WOS记录号 | WOS:000416642100015 |
出版者 | PERGAMON-ELSEVIER SCIENCE LTD |
EI入藏号 | 20174404323046 |
EI主题词 | Neural networks |
EI分类号 | 461.9 Biology - 701.2 Magnetism: Basic Concepts and Phenomena - 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/32993 |
专题 | 电气工程与信息工程学院 机电工程学院 理学院 |
通讯作者 | Wang, Chunni |
作者单位 | 1.Lanzhou Univ Technol, Dept Phys, Lanzhou 730050, Gansu, Peoples R China; 2.Lanzhou Univ Technol, Coll Elect & Informat Engn, Lanzhou 730050, Gansu, Peoples R China; 3.Lanzhou Univ Technol, Coll Mechanoelect Engn, Lanzhou 730050, Gansu, Peoples R China; 4.King Abdulaziz Univ, Dept Math, NAAM Res Grp, Jeddah 21589, Saudi Arabia |
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 | Guo, Shengli,Xu, Ying,Wang, Chunni,et al. Collective response, synapse coupling and field coupling in neuronal network[J]. CHAOS SOLITONS & FRACTALS,2017,105:120-127. |
APA | Guo, Shengli,Xu, Ying,Wang, Chunni,Jin, Wuyin,Hobiny, Aatef,&Ma, Jun.(2017).Collective response, synapse coupling and field coupling in neuronal network.CHAOS SOLITONS & FRACTALS,105,120-127. |
MLA | Guo, Shengli,et al."Collective response, synapse coupling and field coupling in neuronal network".CHAOS SOLITONS & FRACTALS 105(2017):120-127. |
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