• ISSN 0258-2724
  • CN 51-1277/U
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Volume 27 Issue 6
Dec.  2014
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Journal of Southwest Jiaotong University  > 2014  >  27(6): 1052-1060.
HUANG Bo, DUAN Lunliang, ZHU Bing. Study of Three-Dimensional Wave Forces on Lowering of Steel-Suspending Cofferdam[J]. Journal of Southwest Jiaotong University, 2018, 53(3): 525-532. doi: 10.3969/j.issn.0258-2724.2018.03.013
Citation: ZHENG Weifan, ZHANG Jiye. Stability of High Order Fuzzy Cohen-Grossberg Neural Networks with Unbounded Time Delays[J]. Journal of Southwest Jiaotong University, 2014, 27(6): 1052-1060. doi: 10.3969/j.issn.0258-2724.2014.06.017
shu

Stability of High Order Fuzzy Cohen-Grossberg Neural Networks with Unbounded Time Delays

doi: 10.3969/j.issn.0258-2724.2014.06.017
  • Received Date: 16 Aug 2013
  • Publish Date: 25 Dec 2014
    Abstract
  • Using M-matrix theory, matrix inequality and vector Lyapunov methods, the global exponential stability of a class of high-order fuzzy Cohen-Grossberg neural networks with unbounded time delays was investigated. Without assuming the monotonicity, differentiability and Lipschitz continuity of the active functions, the algebraic criteria ensuring existence, uniqueness and exponential stability of the equilibrium point in the neural networks were obtained. The criteria is independent to the reaction diffusion and the time delays of neural networks by the explicit form of M-matrix,and easy to be checked in application. Finally, the correctness and validity of the methods was verified by a numerical example.

     

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