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基于Hopfield模型和联想存储器的结构分析 被引量:3

Artificial Neural Networks to Structural Analysis
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摘要 运用连续型Hopfiled网络以及连续双向联想存储器(BAM)详述结构分析的两种新方法。新的方法是建立在比较上述两种方法的能量函数与结构位移法的能量函数(也就是所谓的刚度矩阵法)的关系基础上的,并且利用了人工神经网络所具备且优于经典数值方法的计算特点。几个相关结构分析的例子说明了以BAM为基础的神经网络优于其他传统的数值方法及Hopfield模型。 We use the continuous Hopfield networks and the continuous bi directional associative memory system (BAM) in order to develop two novel methods for structural analysis. The development of the technique is based on the analogous relationship that results comparing the energy functions of the above two models with that of the structural displacement method and it takes advantage of the fact that classical numerical methods do not have the characteristics of parallel computation that artificial neural networks have. Two examples to illustrate the superiority of BAM based method over other traditional numerical methods and the Hopfield model.
作者 钟珞 夏红霞
机构地区 武汉工业大学
出处 《武汉工业大学学报》 CSCD 1999年第4期35-38,共4页
基金 国家"九五"重点科技攻关项目
关键词 结构分析 HOPFIELD网络 联想存储器 刚度矩阵法 structural analysis \ hopfield network \ bi directional associative memory system
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  • 1Taiwei Lu,Xin Xu,Sudong Wu et al.Neural network model using interpattern association[J].Applied Optics, 1990 ;29 (2) : 284-288.
  • 2Hopfield J J.Collective processing and neural states[J].Modeling and Analysis in Biomedicine,World Scientific(Singapore), 1984:370-389.
  • 3Kosko B.Bidirectional associative memofies[J].IEEE Transactions on Systems, Man, and Cybernetics, 1988 ; 18 ( 1 ) :42-60.
  • 4F T S Yu,T Lu,X Yang.Optical implementation of hetero-association neural network with interpattem association model[J].lnt J Opt Con.put, 1991 ;1:129-140.
  • 5C M Uang,S Yin,G Lu et al.Shift-and rotation-invariant interpattern heteroassociation(IHA)model[J].Opt Commu, 1994; 104(4,5,6) : 285-292.
  • 6T W Lu,D Mintzer,A Kostrzewski et al.Compact holographic optical neural network system for real-time pattern recognition[.l].Optical Engineering,1996;35(8):2122-2131.
  • 7C M Uang,G Lu,F T S Yu.Unipolar interpattern association neural networks[J].Optics Letters, 1994; 19 ( 1 ) : 52-54.
  • 8Simon Haykin.Neural networks[M].MacmiUan College Publishing Company, Inc., 1994.
  • 9Hopfield J J.Neural networks and physical systems with emergent collective computational abilities[J].Proceedings of the National Academy of Sciences of the U S A,1982;79(7):2554--2558.
  • 10Eric G C,Francoise F S,Didier P.Decreasing energy functions as a tool for studying threshold networks[J].Discrete Applied Mathematics, 1985 ; 12:261-277.

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