Using chaotic artificial neural networks to model memory in the brain

doi:10.1016/j.cnsns.2016.08.025

IR > 理学院

	Using chaotic artificial neural networks to model memory in the brain
	Aram, Zainab 1; Jafari, Sajad 1; Ma, Jun2 ; Sprott, Julien C.3; Zendehrouh, Sareh 4; Pham, Viet-Thanh 5
	2017-03
发表期刊	COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION
ISSN	1007-5704
卷号	44 页码:449-459
摘要	In the current study, a novel model for human memory is proposed based on the chaotic dynamics of artificial neural networks. This new model explains a biological fact about memory which is not yet explained by any other model: There are theories that the brain normally works in a chaotic mode, while during attention it shows ordered behavior. This model uses the periodic windows observed in a previously proposed model for the brain to store and then recollect the information. (C) 2016 Elsevier B.V. All rights reserved.
关键词	Memory Chaotic behavior Artificial neural network Attention
DOI	10.1016/j.cnsns.2016.08.025
收录类别	SCI ; SCIE
语种	英语
WOS研究方向	Mathematics ; Mechanics ; Physics
WOS类目	Mathematics, Applied ; Mathematics, Interdisciplinary Applications ; Mechanics ; Physics, Fluids & Plasmas ; Physics, Mathematical
WOS记录号	WOS:000386744400036
出版者	ELSEVIER SCIENCE BV
EI入藏号	20163802809770
EI主题词	Neural networks
EI分类号	722.1 Data Storage, Equipment and Techniques - 961 Systems Science
引用统计	被引频次：61[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/33356
专题	理学院
通讯作者	Jafari, Sajad
作者单位	1.Amirkabir Univ Technol, Dept Biomed Engn, Tehran 158754413, Iran; 2.Lanzhou Univ Technol, Dept Phys, Lanzhou 730050, Peoples R China; 3.Univ Wisconsin, Dept Phys, Madison, WI 53706 USA; 4.Inst Res Fundamental Sci IPM, Sch Cognit Sci, POB 19395-5746, Tehran, Iran; 5.Hanoi Univ Sci & Technol, Sch Elect & Telecommun, 01 Dai Co Viet, Hanoi, Vietnam
推荐引用方式 GB/T 7714	Aram, Zainab,Jafari, Sajad,Ma, Jun,et al. Using chaotic artificial neural networks to model memory in the brain[J]. COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION,2017,44:449-459.
APA	Aram, Zainab,Jafari, Sajad,Ma, Jun,Sprott, Julien C.,Zendehrouh, Sareh,&Pham, Viet-Thanh.(2017).Using chaotic artificial neural networks to model memory in the brain.COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION,44,449-459.
MLA	Aram, Zainab,et al."Using chaotic artificial neural networks to model memory in the brain".COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION 44(2017):449-459.

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