Spiral wave chimera states in regular and fractal neuronal networks

被引:5
|
作者
Santos, Moises S. [1 ]
Protachevicz, Paulo R. [1 ,2 ]
Caldas, Ibere L. [1 ]
Iarosz, Kelly C. [3 ,4 ]
Viana, Ricardo L. [5 ]
Szezech, Jose D. [2 ,6 ]
de Souza, Silvio L. T. [7 ]
Batista, Antonio M. [1 ,2 ,6 ]
机构
[1] Univ Sao Paulo, Inst Fis, BR-05508900 Sao Paulo, SP, Brazil
[2] Univ Estadual Ponta Grossa, Grad Program Sci Phys, BR-84030900 Ponta Grossa, Parana, Brazil
[3] Fac Telemaco Borba FATEB, BR-84266010 Telemaco Borba, PR, Brazil
[4] Fed Technol Univ Parana, Grad Program Chem Engn, BR-84016210 Ponta Grossa, Parana, Brazil
[5] Univ Fed Parana, Dept Phys, BR-82590300 Curitiba, Parana, Brazil
[6] Univ Estadual Ponta Grossa, Dept Math & Stat, BR-84030900 Ponta Grossa, Parana, Brazil
[7] Univ Fed Sao Joao del Rei, Campus Ctr Oeste, BR-35501296 Divinopolis, MG, Brazil
来源
JOURNAL OF PHYSICS-COMPLEXITY | 2021年 / 2卷 / 01期
基金
巴西圣保罗研究基金会;
关键词
spiral wave chimera; fractal; neuronal networks; ATTRACTOR DYNAMICS; PATTERNS; BUMPS;
D O I
10.1088/2632-072X/abcd14
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Chimera states are spatial patterns in which coherent and incoherent patterns coexist. It was reported that small populations of coupled oscillators can exhibit chimera with transient nature. This spatial coexistence has been observed in various network topologies of coupled systems, such as coupled pendula, coupled chemical oscillators, and neuronal networks. In this work, we build two-dimensional neuronal networks with regular and fractal topologies to study chimera states. In the regular network, we consider a coupling between the nearest neighbours neurons, while the fractal network is constructed according to the square Cantor set. Our networks are composed of coupled adaptive exponential integrate-and-fire neurons, that can exhibit spike or burst activities. Depending on the parameters, we find spiral wave chimeras in both regular and fractal networks. The spiral wave chimeras arise for different values of the intensity of the excitatory synaptic conductance. In our simulations, we verify the existence of multicore chimera states. The cores are made up of neurons with desynchronous behaviour and the spiral waves rotates around them. The cores can be related to bumps or spatially localised pulses of neuronal activities. We also show that the initial value of the adaptation current plays an important role in the existence of spiral wave chimera states.
引用
收藏
页数:7
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