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Synchronization between neurons coupled by memristor
Xu, Ying1,2,3; Jia, Ya1,2; Ma, Jun3; Alsaedi, Ahmed4; Ahmad, Bashir4
刊名CHAOS SOLITONS & FRACTALS
2017-11
卷号104页码:435-442
关键词Memristor Synchronization Network Bifurcation Neuron
ISSN号0960-0779
DOI10.1016/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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