Skip to main content
SpringerLink
Log in

Stability of Hopfield-type neural networks II

  • Published:
Science in China Series A: Mathematics Aims and scope Submit manuscript

Abstract

The global asympatotic stability and asymptotic stability for Hopfield-type neural networks with delays are investigated.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Log in via an institution

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  1. Mareus, C. M., Westervelt, R. M., Stability of analog network with delay,Physical Review, 1989, A, 39(1): 347.

    Article  MathSciNet  Google Scholar 

  2. Liao Xiaoxin, Stability of general ecological systems and neural networks systems,Proc. of the First World Congress of Nonlinear Analysis, Berlin, New York: Wotter de Gruyter, 1996, 1325–1335.

    Google Scholar 

  3. Liao, X. X., Stability of a class of nonlinear continuous neural networks.Proc. of the First World Congress of Nonlinear Analysis, Berlin, New York: Wotter de Grugter, 1996, 1427–1435.

    Google Scholar 

  4. Liao, X. X.. Mao, X., Exponential stability and instability of stochastic neural networks,Stochastic Analysis and Applica- tion. 1996. 14(2): 165.

    Article  MATH  MathSciNet  Google Scholar 

  5. Liao, X. X., Mao, X., Stability of stochastic neural networks,Neural, Parallel and Scientific Computations, 1996 (4): 205.

    MATH  MathSciNet  Google Scholar 

  6. Baldi, P., Atiya, A. F., How delays affect neural dynamics and learning,IEEE Tran. on Neural Networks, 1994, 5(4): 612.

    Article  Google Scholar 

  7. Roska, T.. Wu, C. N., Chua, L. O.. Stability and delay type, General and cellular neural networks,IEEE Tran. Circuit and system 1, 1992, 39(61): 487.

    Article  MATH  Google Scholar 

  8. Liao Xiaoxin, Stability of Hopfield-type neural networks I,Science in China, Ser. A, 1995, 38(4):407.

    MATH  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Department of Automatic Control, Huazhong University of Science and Technology, 430074, Wuhan, China

    Xiaoxin Liao

  2. Department of Computer Science, Nanjing University, 210093, Nanjing, China

    Yang Liao

Authors
  1. Xiaoxin Liao
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Yang Liao
    View author publications

    You can also search for this author in PubMed Google Scholar

Additional information

Project supported by the National Natural Science Foundation of China.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Liao, X., Liao, Y. Stability of Hopfield-type neural networks II. Sci. China Ser. A-Math. 40, 813–816 (1997). https://doi.org/10.1007/BF02878920

Download citation

  • Received:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02878920

Keywords

Search

Navigation