Parameters identification problems for Hopfield-type neural network equations

doi:10.1016/S0096-3003(03)00575-7

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	Parameters identification problems for Hopfield-type neural network equations
	Wang, QF; Feng, DX; Cheng, DZ
	2004-05-05
发表期刊	APPLIED MATHEMATICS AND COMPUTATION
ISSN	0096-3003
卷号	152 期号:2 页码:535-550
摘要	This work is to discuss the identification problem of distributed parameter systems given by Hopfield-type neural network equations using classical optimal control theory. More rationally, we consider diffusion term in our model different from other models, in which the parameters appearing in diffusion term, linear term and nonlinear term. We prove the existence of optimal parameters and state the necessary conditions on optimizing parameters for the output error criterion give by quadratic cost. (C) 2003 Elsevier Inc. All rights reserved.
关键词	distributed Hopfield-type neural networks identification problems optimal parameters necessary condition for optimality
DOI	10.1016/S0096-3003(03)00575-7
语种	英语
WOS研究方向	Mathematics
WOS类目	Mathematics, Applied
WOS记录号	WOS:000222949600017
出版者	ELSEVIER SCIENCE INC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/747
专题	中国科学院数学与系统科学研究院
通讯作者	Wang, QF
作者单位	Chinese Acad Sci, Inst Syst Sci, Acad Math & Syst Sci, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Wang, QF,Feng, DX,Cheng, DZ. Parameters identification problems for Hopfield-type neural network equations[J]. APPLIED MATHEMATICS AND COMPUTATION,2004,152(2):535-550.
APA	Wang, QF,Feng, DX,&Cheng, DZ.(2004).Parameters identification problems for Hopfield-type neural network equations.APPLIED MATHEMATICS AND COMPUTATION,152(2),535-550.
MLA	Wang, QF,et al."Parameters identification problems for Hopfield-type neural network equations".APPLIED MATHEMATICS AND COMPUTATION 152.2(2004):535-550.