Stability Analysis of Hopfield Neural Networks With Time Delay

WANG Lin-shan; XU Dao-yi

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WANG Lin-shan, XU Dao-yi. Stability Analysis of Hopfield Neural Networks With Time Delay[J]. Applied Mathematics and Mechanics, 2002, 23(1): 59-64.

Citation:

WANG Lin-shan, XU Dao-yi. Stability Analysis of Hopfield Neural Networks With Time Delay[J]. Applied Mathematics and Mechanics, 2002, 23(1): 59-64.

Citation:

WANG Lin-shan, XU Dao-yi. Stability Analysis of Hopfield Neural Networks With Time Delay[J]. Applied Mathematics and Mechanics, 2002, 23(1): 59-64.

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Stability Analysis of Hopfield Neural Networks With Time Delay

Mathematics College, Sichuan University, Chengdu 610064, P R China

Received Date: 2000-08-15
Rev Recd Date: 2001-09-25
Publish Date: 2002-01-15

Abstract

Abstract

The global asymptotic stability for Hopfield neural networks with time delay was investigated.A theorem and two corollaries were obtained,in which the boundness and differentiability of f_j on R in some articles were deleted.Some sufficient conditions for the existence of global asymptotic stable equilibrium of the networks in this paper are better than the sufficient conditions in quoted articles.
- neural networks,
- equilibrium,
- stability,
- topological degree

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References(15)

References

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