Modeling of epilepsy based on chaotic artificial neural network

doi:10.1016/j.chaos.2017.10.028

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	Modeling of epilepsy based on chaotic artificial neural network
	Panahi, Shirin 1; Aram, Zainab 1; Jafari, Sajad 1; Ma, Jun 2; Sprott, J. C.3
刊名	CHAOS SOLITONS & FRACTALS
	2017-12
卷号	105 页码:150-156
关键词	Neural network Epilepsy Chaos Bifurcation
ISSN号	0960-0779
DOI	10.1016/j.chaos.2017.10.028
英文摘要	Epilepsy is a long-term chronic neurological disorder that is characterized by seizures. One type of epilepsy is simple partial seizures that are localized to one area on one side of the brain, especially in the temporal lobe, but some may spread from there. GABA (gamma-aminobutyric acid) is an inhibitory neurotransmitter that is widely distributed in the neurons of the cortex. Scientists recently discovered the basic role of neurotransmitters in epilepsy. Synaptic reorganizations at GABAergic and glutamatergic synapses not only enable seizure occurrence, they also modify the normal information processing performed by these networks. Based on some physiological facts about epilepsy and chaos, a behavioral model is presented in this paper. This model represents the problem of undesired seizure, and also tries to suggest different valuable predictions about possible causes of epilepsy disorder. The proposed model suggests that there is a possible interaction between the role of excitatory and inhibitory neurotransmitters and epilepsy. The result of these studies might be helpful to discern epilepsy in a different way and give some guidance to predict the occurrence of seizures in patients. (C) 2017 Elsevier Ltd. All rights reserved.
WOS研究方向	Mathematics ; Physics
语种	英语
出版者	PERGAMON-ELSEVIER SCIENCE LTD
WOS记录号	WOS:000416642100019
状态	已发表
内容类型	期刊论文
源URL	[http://119.78.100.223/handle/2XXMBERH/33011]
专题	理学院
通讯作者	Ma, Jun
作者单位	1.Amirkabir Univ Technol, Biomed Engn Dept, Tehran 158754413, Iran 2.Lanzhou Univ Technol, Dept Phys, Lanzhou 730050, Gansu, Peoples R China 3.Univ Wisconsin, Dept Phys, 1150 Univ Ave, Madison, WI 53706 USA
推荐引用方式 GB/T 7714	Panahi, Shirin,Aram, Zainab,Jafari, Sajad,et al. Modeling of epilepsy based on chaotic artificial neural network[J]. CHAOS SOLITONS & FRACTALS,2017,105:150-156.
APA	Panahi, Shirin,Aram, Zainab,Jafari, Sajad,Ma, Jun,&Sprott, J. C..(2017).Modeling of epilepsy based on chaotic artificial neural network.CHAOS SOLITONS & FRACTALS,105,150-156.
MLA	Panahi, Shirin,et al."Modeling of epilepsy based on chaotic artificial neural network".CHAOS SOLITONS & FRACTALS 105(2017):150-156.