Journal of Guangdong University of Technology ›› 2005, Vol. 22 ›› Issue (3): 29-33.

• Comprehensive Studies • Previous Articles     Next Articles

Global Exponential Stability Analysis of Wavelet Neural Network with Delays(Ⅱ)

  

  1. (1.Faculty of Automation,Guangdong University of Technology,Guangzhou 510090,China;2.Guangdong AIB College,Guangzhou 510507,China)
  • Online:2005-07-02 Published:2005-07-02

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Abstract: The existence and uniquence of equillibrium to DWNN are given with brouwer fixed point theory and contraction mapping theory.By means of using the Halanay differential inequality with delay and the theory of bidiagonal dominance matrice,the global exponential stable is studied,and a series of important results are obtained.

Key words: wavelet； neural network； delay； the global exponential stable；

[1] 赵维锐,阮炯.  具有滞后的Hopfield连续神经网络的稳定性[J]. 复旦学报(自然科学版). 1994(02)

[1] Cao Y J,Wu Q H.A note on stability of analong neural network with delay. IEEE Transactions on Neural Networks . 1996

[2] Zhang Y.Global exponential stability and periodic solution of Hopfield neural network with delay. International Journal of System Science . 1996

[3] Xiao Sheng-zhong.Global exponential stability analysis of wavelet neural networks. INFORMATION . 2003

[4] Gapalsmy K,He X Z.Stability in asymmetric Hopfield network with delays. Journal of Physics D Applied Physics . 1994
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