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International Symposium on Neural Networks

ISNN 2006: Advances in Neural Networks - ISNN 2006 pp 303–308Cite as

Global Synchronization of Impulsive Coupled Delayed Neural Networks

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Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 3971))

Abstract

This paper formulates and studies a model of impulsive coupled delayed neural networks. Based on stability theory of impulsive dynamical systems, a simple but less-conservative criterion is derived for global synchronization of such coupled neural networks. Furthermore, the theoretical result is applied to a typical chaotic delayed Hopfied neural networks, and is also illustrated by numerical simulations.

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References

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Author information

Authors and Affiliations

  1. Shanghai Institute of Applied Mathematics and Mechanics, Shanghai University, Shanghai, 200072, P.R. China

    Jin Zhou

  2. Laboratory of Nonlinear Science, Institute of Mathematics, Fudan University, Shanghai, 200433, P.R. China

    Tianping Chen

  3. Department of Applied Mathematics and Physics, Hebei University of Technology, Tianjin, 300130, P.R. China

    Lan Xiang & Meichun Liu

Authors
  1. Jin Zhou
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  2. Tianping Chen
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  3. Lan Xiang
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  4. Meichun Liu
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Editor information

Editors and Affiliations

  1. Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong, China

    Jun Wang

  2. Computational Intelligence Laboratory, School of Computer Science and Engineering, University of Electronic Science and Technology of China, 610054, Chengdu, P.R. China

    Zhang Yi

  3. Department of Electrical Engineering, University of Louisville, 40292, Louisville, KY, U.S.A

    Jacek M. Zurada

  4. Laboratory for Computational Biology, Shanghai Center for Systems Biomedicine, 800 Dong Chuan Rd., 200240, Shanghai, China

    Bao-Liang Lu

  5. School of Electrical and Electronic Engineering, University of Manchester, UK

    Hujun Yin

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© 2006 Springer-Verlag Berlin Heidelberg

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Cite this paper

Zhou, J., Chen, T., Xiang, L., Liu, M. (2006). Global Synchronization of Impulsive Coupled Delayed Neural Networks. In: Wang, J., Yi, Z., Zurada, J.M., Lu, BL., Yin, H. (eds) Advances in Neural Networks - ISNN 2006. ISNN 2006. Lecture Notes in Computer Science, vol 3971. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11759966_47

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  • DOI: https://doi.org/10.1007/11759966_47

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-34439-1

  • Online ISBN: 978-3-540-34440-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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