Multi-channels coupling-induced pattern transition in a tri-layer neuronal network

doi:10.1016/j.physa.2017.10.041

	Multi-channels coupling-induced pattern transition in a tri-layer neuronal network
	Wu, Fuqiang 4; Wang, Ya 4; Ma, Jun 1,4; Jin, Wuyin 3; Hobiny, Aatef 2
刊名	Physica A: Statistical Mechanics and its Applications
	2018-03-01
卷号	493 页码:54-68
关键词	Complex networks Excited states Network layers Neurons Collapse Complex connections Electrical behaviors Factor of synchronizations Neuronal networks Pattern formation Synchronization patterns Target waves
ISSN号	03784371
DOI	10.1016/j.physa.2017.10.041
英文摘要	Neurons in nerve system show complex electrical behaviors due to complex connection types and diversity in excitability. A tri-layer network is constructed to investigate the signal propagation and pattern formation by selecting different coupling channels between layers. Each layer is set as different states, and the local kinetics is described by Hindmarsh–Rose neuron model. By changing the number of coupling channels between layers and the state of the first layer, the collective behaviors of each layer and synchronization pattern of network are investigated. A statistical factor of synchronization on each layer is calculated. It is found that quiescent state in the second layer can be excited and disordered state in the third layer is suppressed when the first layer is controlled by a pacemaker, and the developed state is dependent on the number of coupling channels. Furthermore, the collapse in the first layer can cause breakdown of other layers in the network, and the mechanism is that disordered state in the third layer is enhanced when sampled signals from the collapsed layer can impose continuous disturbance on the next layer. © 2017 Elsevier B.V.
WOS研究方向	Physics
语种	英语
出版者	Elsevier B.V.
WOS记录号	WOS:000423892800005
内容类型	期刊论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/150546]
专题	生命科学与工程学院机电工程学院
作者单位	1.College of Electrical and Information Engineering, Lanzhou University of Technology, Lanzhou; 730050, China 2.NAAM-Research Group, Department of Mathematics, Faculty of Science, King Abdulaziz University, Saudi Arabia; 3.College of Mechano-Electronic Engineering, Lanzhou University of Technology, Lanzhou; 730050, China; 4.Department of Physics, Lanzhou University of Technology, Lanzhou; 730050, China;
推荐引用方式 GB/T 7714	Wu, Fuqiang,Wang, Ya,Ma, Jun,et al. Multi-channels coupling-induced pattern transition in a tri-layer neuronal network[J]. Physica A: Statistical Mechanics and its Applications,2018,493:54-68.
APA	Wu, Fuqiang,Wang, Ya,Ma, Jun,Jin, Wuyin,&Hobiny, Aatef.(2018).Multi-channels coupling-induced pattern transition in a tri-layer neuronal network.Physica A: Statistical Mechanics and its Applications,493,54-68.
MLA	Wu, Fuqiang,et al."Multi-channels coupling-induced pattern transition in a tri-layer neuronal network".Physica A: Statistical Mechanics and its Applications 493(2018):54-68.