Stability of a Continuous Type of Neural Networks with Recent-History Distributed Delays

Chapter
Part of the Lecture Notes in Electrical Engineering book series (LNEE, volume 125)

Abstract

In this paper a class of neural networks with recent-history distributed delays and impulses are studied. Sufficient conditions are obtained for the existence and globally exponential stability of a unique equilibrium of the impulsive system by using Banach’s fixed point theorem, matrix and associated theory. The results of this paper generalize and improve the previous known results of non-impulsive systems.

Keywords

a class neural networks distributed delays and impulses Banach’s fixed point theorem global exponential stability unique equilibrium 

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References

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Copyright information

© Springer-Verlag GmbH Berlin Heidelberg 2012

Authors and Affiliations

  1. 1.School of Environment Science and Spatial InformaticsChina University of Mining and TechnologyXu ZhouChina
  2. 2.School of Information and Electronics EngineeringJiangsu Institute of Architectural TechnologyXu ZhouChina
  3. 3.Audio-visual Library Information CenterJiangsu Provincial Xuzhou Pharmaceutical Vocational CollegeXu ZhouChina

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