Journal of Guangdong University of Technology ›› 2009, Vol. 26 ›› Issue (1): 14-.

• Comprehensive Studies • Previous Articles     Next Articles

The Global Exponential Stability of Negative Feedback Terms with Continuous Time-delays of BAM Neural Network

  

  1. (Faculty of Applied Mathmatics,Guangdong University of Technology,Guangzhou 510075,China)
  • Online:2009-01-01 Published:2009-01-01

Abstract: Negative feedback terms of BAM neural network model with the continuous time-delays are researched.By using contraction-mapping theory to determine the unique equilibrium for this BAM system,and contructing the Lyapunov function,it finds the sufficient conditions for the BAM global exponential stability.

Key words: negative feedback terms; continuous time-delay; BAM neural networks; global exponential stability;

[1] 张强,高琳,王超,许进.  时滞双向联想记忆神经网络的全局稳定性[J]. 物理学报. 2003(07)

[2] 焦李成著.神经网络系统理论[M]. 西安电子科技大学出版社, 1990

[3] Kosko,B.Bidirectional associative memories. IEEE Transactions on Systems Man and Cybernetics . 1988

[4] Gopalsamy K,He XZ.Delay-independent stability in bi-directional associative memory networks. IEEE Transactions on Neural Networks . 1994

[5]SubramaniaI,MalurK.Equilibriumcharacterizationofdynamicalneuralnetworksandasystematicprocedureforassociationmemories. IEEEtrans . 1991

[6] Liao X P,,Yu J B.Qualitative analysis of bidirectional associative memory networks with time delays. Int.J.Circuit Theory Appl . 1998

[7] Cao J D,Dong M.Exponential stability of delayed bi directional solution in BAM networks. Applied Mathematics and Computation . 2003

[8] Kosko,B.Structural stability of unsupervised learning in feedback neural networks. IEEE Transactions on Automatic Control . 1991

[9] LIAO X,WONG K.Global exponential stability of hybrid bidirectional associative memory neural networks with discrete delays. Phy.Rev.E . 2003

[10] Arik S.Global asymptotic stability analysis of bi-di-rectional associative memory neural networks withtime delays. IEEE Transactions on Neural Net-works . 2005
No related articles found!
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!