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Global Exponential Stability of a Class of Neural Networks with Finite Distributed Delays

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  • Jianzhi Sun
  • Huaiqin Wu

Abstract

In this paper, global exponential stability of a class of neural networks with finite distributed delays is investigated bymatrix measure technique and Halanay inequality. Several sufficient conditions are given to guarantee globalexponential stability of the neural networks without assuming the differentiability of delay. At last, two examples aregiven to illustrate the applicability of our results.

Suggested Citation

  • Jianzhi Sun & Huaiqin Wu, 2007. "Global Exponential Stability of a Class of Neural Networks with Finite Distributed Delays," Modern Applied Science, Canadian Center of Science and Education, vol. 1(3), pages 1-33, September.
    • Handle: RePEc:ibn:masjnl:v:1:y:2007:i:3:p:33
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    JEL classification:

    • R00 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General - - - General
    • Z0 - Other Special Topics - - General

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