Exponential convergence for HRNNs with continuously distributed delays in the leakage terms

@article{Chen2012ExponentialCF,
  title={Exponential convergence for HRNNs with continuously distributed delays in the leakage terms},
  author={Zhibin Chen and Mingquan Yang},
  journal={Neural Computing and Applications},
  year={2012},
  volume={23},
  pages={2221-2229}
}
This paper considers exponential convergence for a class of high-order recurrent neural networks (HRNNs) with continuously distributed delays in the leakage terms (i.e., “leakage delays”). Without assuming the boundedness on the activation functions, some sufficient conditions are derived to ensure that all solutions of this system converge exponentially to zero point by using Lyapunov functional method and differential inequality techniques, which are new and complement previously known… CONTINUE READING
Highly Cited
This paper has 27 citations. REVIEW CITATIONS

From This Paper

Topics from this paper.

Citations

Publications citing this paper.
Showing 1-10 of 17 extracted citations

Improved convergence criteria for HCNNs with delays and oscillating coefficients in leakage terms

Neural Computing and Applications • 2015
View 5 Excerpts
Highly Influenced

New result on convergence for HCNNs with time-varying leakage delays

Neural Computing and Applications • 2014
View 1 Excerpt

References

Publications referenced by this paper.
Showing 1-10 of 21 references

Global attractive periodic solutions of BAM neural networks with continuously distributed delays in the leakage terms

S Peng
Nonlinear Anal Real World Appl 11:2141–2151 • 2010
View 3 Excerpts
Highly Influenced

Exponential convergence for high-order recurrent neural networks with a class of general activation functions

H Zhang, W Wang, B Xiao
Appl Math Model • 2011
View 1 Excerpt

Periodic solutions of high-order Cohen Grossberg neural networks with distributed delays

Q Liu, R Xu
Commun Nonlinear Sci Numer Simul • 2011
View 1 Excerpt

Delay-dependent stability of neural networks of neutral type with time delay in the leakage term

X Li, J Cao
Nonlinearity • 2010
View 1 Excerpt

Global exponential convergence for delayed cellular neural networks with a class of general activation functions

J Shao
Nonlinear Anal Real World Appl • 2009
View 1 Excerpt

Similar Papers

Loading similar papers…