Estimation of Attraction Domain and Exponential Convergence Rate of Continuous Feedback Associative Memory

ZHOU Dong-ming; CAO Jin-de; LI Ji-bin

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Article Navigation > Applied Mathematics and Mechanics > 2001 > 22(3): 275-280

ZHOU Dong-ming, CAO Jin-de, LI Ji-bin. Estimation of Attraction Domain and Exponential Convergence Rate of Continuous Feedback Associative Memory[J]. Applied Mathematics and Mechanics, 2001, 22(3): 275-280.

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Estimation of Attraction Domain and Exponential Convergence Rate of Continuous Feedback Associative Memory

1.
Department of Information and Electronic Science, Yunnan University, Kunming 650091, P R China;
2.
Adult Education College, Yunnan University, Kunming 650091, P R China;
3.
Kunming University of Science and Technology, Kunming 650093, P R China

Received Date: 1999-11-01
Rev Recd Date: 2000-11-19
Publish Date: 2001-03-15

Abstract

Abstract

The attraction domain of memory patterns and exponential convergence rate of the network trajectories to memory patterns for continuous feedback associative memory are estimated again by using of some analysis techniques and Liapunov method,some new results are obtained,and these results can be used for evaluation of fault-tolerance capability and the synthesis procedures for continuous feedback associative memory neural networks.
- continuous feedback associative memory,
- Liapunov method,
- neural network,
- attraction domain,
- exponential convergence rate

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References(12)

References

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