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一类分数阶神经网络的稳定性

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本文构造Lyapunov函数研究了一类分数阶神经网络的稳定性,建立了LMI形式的充分条件.仿真实例验证了结论的有效性.
Stability Analysis of A Class of Fractional-Order Neural Networks
The stability of a class of fractional-order neural networks is investigated via Lyapunov direct method and LMI approach.A sufficient condition can be verified conveniently by the Matlab LMI toolbox.A numerical example and corresponding numerical simulation are presented to demonstrate the effectiveness of the result.

Fractional order neural networksStabilityLyapunov methodLMI

盖明久、崔世维、刘孝磊

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海军航空工程学院基础部,山东烟台264001

分数阶神经网络 稳定性 Lyapunov方法 LMI

Work is Supported by the Science Research Foundation of Naval Aeronautical and Astronautical University

2016

生物数学学报
中国数学会生物数学学会

生物数学学报

ISSN:1001-9626
年,卷(期):2016.(3)
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