Asymptotic stability analysis of neural networks with successive time delay components

@article{Zhao2008AsymptoticSA,
  title={Asymptotic stability analysis of neural networks with successive time delay components},
  author={Yu Zhao and Huijun Gao and Shaoshuai Mou},
  journal={Neurocomputing},
  year={2008},
  volume={71},
  pages={2848-2856}
}
In this paper the asymptotic stability of a class of time-delay neural networks is investigated. The neural network model under consideration includes multiple components which is more general than those with the single delay. By constructing a new Lyapunov functional and by using advanced techniques for achieving delay dependence, we derive a new asymptotic stability criterion for neural networks with multiple successive delay components. A numerical example is provided to show the merits of… CONTINUE READING

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