Synchronization between neurons coupled by memristor | |
Xu, Ying1,2,3; Jia, Ya1,2; Ma, Jun3; Alsaedi, Ahmed4; Ahmad, Bashir4 | |
刊名 | CHAOS SOLITONS & FRACTALS
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2017-11 | |
卷号 | 104页码:435-442 |
关键词 | Memristor Synchronization Network Bifurcation Neuron |
ISSN号 | 0960-0779 |
DOI | 10.1016/j.chaos.2017.09.002 |
英文摘要 | Synapse plays an important role in signal exchange and information encoding between neurons. Electric and chemical synapses are often used to investigate the synchronization in electrical activities of neurons. In this paper, memristor is used to connect two neurons and the phase synchronization in electrical activities is discussed. Inter-spike interval (ISI) is calculated from the sampled time series for membrane potential, and the dependence of coupling intensity on phase synchronization of neuron is investigated and the effect of electromagnetic induction is considered. Furthermore, the synchronization stability of network is detected under noise; a statistical synchronization factor is also calculated. It is found synchronization can be enhanced under memristor coupling and appropriate noise is also helpful for synchronization stability. (C) 2017 Elsevier Ltd. All rights reserved. |
资助项目 | National Natural Science Foundation of China[11372122] ; National Natural Science Foundation of China[11365014] ; National Natural Science Foundation of China[11672122] |
WOS研究方向 | Mathematics ; Physics |
语种 | 英语 |
出版者 | PERGAMON-ELSEVIER SCIENCE LTD |
WOS记录号 | WOS:000415298800046 |
状态 | 已发表 |
内容类型 | 期刊论文 |
源URL | [http://119.78.100.223/handle/2XXMBERH/33044] ![]() |
专题 | 理学院 |
通讯作者 | Ma, Jun |
作者单位 | 1.Cent China Normal Univ, Inst Biophys, Wuhan 430079, Hubei, Peoples R China 2.Cent China Normal Univ, Dept Phys, Wuhan 430079, Hubei, Peoples R China 3.Lanzhou Univ Technol, Dept Phys, Lanzhou 730050, Gansu, Peoples R China 4.King Abdulaziz Univ, Fac Sci, Dept Math, NAAM Res Grp, Jeddah 21589, Saudi Arabia |
推荐引用方式 GB/T 7714 | Xu, Ying,Jia, Ya,Ma, Jun,et al. Synchronization between neurons coupled by memristor[J]. CHAOS SOLITONS & FRACTALS,2017,104:435-442. |
APA | Xu, Ying,Jia, Ya,Ma, Jun,Alsaedi, Ahmed,&Ahmad, Bashir.(2017).Synchronization between neurons coupled by memristor.CHAOS SOLITONS & FRACTALS,104,435-442. |
MLA | Xu, Ying,et al."Synchronization between neurons coupled by memristor".CHAOS SOLITONS & FRACTALS 104(2017):435-442. |
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