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Robust Stability for Neural Network with Discrete and Distributed Delays

Author

Listed:
  • Hongxia Sun
  • Yiming Chen
  • Wei Guan
  • Long Yu

Abstract

The robust stability for neutral network with discrete and distributed delays is devoted. The stability analysis problem is converted into a convex optimization problem, and a linear matrix inequality (LMI) approach is utilized to establish the sufficient condition for the globally robust stability. This condition can be easily checked by using the MATLAB LMI Toolbox.

Suggested Citation

  • Hongxia Sun & Yiming Chen & Wei Guan & Long Yu, 2010. "Robust Stability for Neural Network with Discrete and Distributed Delays," Modern Applied Science, Canadian Center of Science and Education, vol. 4(2), pages 1-61, February.
    • Handle: RePEc:ibn:masjnl:v:4:y:2010:i:2:p:61
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    References listed on IDEAS

    as
    1. Park, Ju H., 2006. "On global stability criterion for neural networks with discrete and distributed delays," Chaos, Solitons & Fractals, Elsevier, vol. 30(4), pages 897-902.
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    • R00 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General - - - General
    • Z0 - Other Special Topics - - General

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