Field coupling-induced pattern formation in two-layer neuronal network

被引:26
作者
Qin, Huixin [1 ]
Wang, Chunni [2 ]
Cai, Ning [3 ]
An, Xinlei [4 ]
Alzahrani, Faris [5 ]
机构
[1] Binzhou Univ, Coll Informat Engn, Binzhou 256600, Peoples R China
[2] Lanzhou Univ Technol, Dept Phys, Lanzhou 730050, Gansu, Peoples R China
[3] Northwest Univ Nationalities, Sch Elect Engn, Lanzhou 730030, Gansu, Peoples R China
[4] Lanzhou Jiaotong Univ, Sch Math & Phys, Lanzhou 730070, Gansu, Peoples R China
[5] King Abdulaziz Univ, Dept Math, NAAM Res Grp, POB 80203, Jeddah 21589, Saudi Arabia
基金
中国国家自然科学基金;
关键词
Field coupling; Electromagnetic induction; Neuronal network; Bifurcation; PHASE SYNCHRONIZATION; MODEL; DYNAMICS; BIFURCATION; TRANSITION;
D O I
10.1016/j.physa.2018.02.063
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The exchange of charged ions across membrane can generate fluctuation of membrane potential and also complex effect of electromagnetic induction. Diversity in excitability of neurons induces different modes selection and dynamical responses to external stimuli. Based on a neuron model with electromagnetic induction, which is described by magnetic flux and memristor, a two-layer network is proposed to discuss the pattern control and wave propagation in the network. In each layer, gap junction coupling is applied to connect the neurons, while field coupling is considered between two layers of the network. The field coupling is approached by using coupling of magnetic flux, which is associated with distribution of electromagnetic field. It is found that appropriate intensity of field coupling can enhance wave propagation from one layer to another one, and beautiful spatial patterns are formed. The developed target wave in the second layer shows some difference from target wave triggered in the first layer of the network when two layers are considered by different excitabilities. The potential mechanism could be pacemaker-like driving from the first layer will be encoded by the second layer. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:141 / 152
页数:12
相关论文
共 68 条
[1]   Neurophysiology: Are autapses prodigal synapses? [J].
Bekkers, JM .
CURRENT BIOLOGY, 1998, 8 (02) :R52-R55
[2]   Synchronization of bursting neurons: What matters in the network topology [J].
Belykh, I ;
de Lange, E ;
Hasler, M .
PHYSICAL REVIEW LETTERS, 2005, 94 (18)
[3]   Chimera states: Effects of different coupling topologies [J].
Bera, Bidesh K. ;
Majhi, Soumen ;
Ghosh, Dibakar ;
Perc, Matjaz .
EPL, 2017, 118 (01)
[4]   Synchronization of oscillators through time-shifted common inputs [J].
Bolhasani, Ehsan ;
Azizi, Yousef ;
Valizadeh, Alireza ;
Perc, Matjaz .
PHYSICAL REVIEW E, 2017, 95 (03)
[5]   A Novel Clustering Method Based on Quasi-Consensus Motions of Dynamical Multiagent Systems [J].
Cai, Ning ;
Diao, Chen ;
Khan, M. Junaid .
COMPLEXITY, 2017,
[6]   Synchronization of two spiral waves interacting through a passive medium [J].
Chen Xing-Ji ;
Tian Tao-Tao ;
Zhou Zhen-Wei ;
Hu Yi-Bo ;
Tang Guo-Ning .
ACTA PHYSICA SINICA, 2012, 61 (21)
[7]   Two-parameter bifurcation analysis of firing activities in the Chay neuronal model [J].
Duan, Lixia ;
Lu, Qishao ;
Wang, Qinyun .
NEUROCOMPUTING, 2008, 72 (1-3) :341-351
[8]   Stimulus-induced transitions between spike-wave discharges and spindles with the modulation of thalamic reticular nucleus [J].
Fan, Denggui ;
Wang, Qingyun ;
Su, Jianzhong ;
Xi, Hongguang .
JOURNAL OF COMPUTATIONAL NEUROSCIENCE, 2017, 43 (03) :203-225
[9]   A Route to Chaotic Behavior of Single Neuron Exposed to External Electromagnetic Radiation [J].
Feng, Peihua ;
Wu, Ying ;
Zhang, Jiazhong .
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2017, 11
[10]   Activation process in excitable systems with multiple noise sources: One and two interacting units [J].
Franovic, Igor ;
Todorovic, Kristina ;
Perc, Matjaz ;
Vasovic, Nebojsa ;
Buric, Nikola .
PHYSICAL REVIEW E, 2015, 92 (06)