Global Exponential Stability of Equilibrium Point of Hopfield Neural Network with Delay

机译：时滞Hopfield神经网络平衡点的全局指数稳定性。

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摘要

In this paper, the global exponential stability of the Hopfield neural network with delay is studied. By using of the methods of constant variation and variable substitution, a new sufficient global exponential stable criterion for the equilibrium point of the network is derived. The result is different to the known references and is realizable easily.

机译：本文研究了具有时滞的Hopfield神经网络的全局指数稳定性。通过使用恒定变化和变量替换的方法，得出了网络平衡点的新的充分的全局指数稳定判据。结果与已知参考文献不同，并且易于实现。

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《ISNN 2010;International symposium on neural networks》|2010年|p.548-553|共6页
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Xiaolin Liu; Kun Yuan;
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正文语种
中图分类计算机网络;
关键词
delay; hopfield neural network; equilibrium point; global exponential stability.;

机译：延迟; Hopfield神经网络;平衡点全局指数稳定性。;

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专利

1. Global exponential stability and global attractivity of impulsive Hopfield neural networks with time delays [J] . Fu XL, Li XD Journal of Computational and Applied Mathematics . 2009,第1期

机译：时滞脉冲Hopfield神经网络的全局指数稳定性和全局吸引性
2. Equivalence between local exponential stability of the unique equilibrium point and global stability for Hopfield-type neural networks with two neurons [J] . Xue-Bin Liang IEEE Transactions on Neural Networks . 2000,第5期

机译：具有两个神经元的Hopfield型神经网络的唯一平衡点的局部指数稳定性和全局稳定性之间的等价性
3. GLOBAL ATTRACTIVITY AND GLOBAL EXPONENTIAL STABILITY FOR DELAYED HOPFIELD NEURAL NETWORK MODELS [J] . 蒲志林, 徐道义应用数学和力学（英文版） . 2001,第006期

机译：延迟的Hopfield神经网络模型的全局吸引力和全局指数稳定性
4. Global Exponential Stability of Equilibrium Point of Hopfield Neural Network with Delay [C] . Xiaolin Liu, Kun Yuan International Symposium on Neural Networks . 2010

机译：延迟跳闸神经网络均衡点的全局指数稳定性
5. Exponential Stability of Intrinsically Stable Dynamical Networks and Switched Networks with Time-Varying Time Delays [D] . Reber, David Patrick. 2019

机译：具有时变时间延迟的内在稳定动态网络和交换网络的指数稳定性
6. Global Exponential Stability of Almost Periodic Solution for Neutral-Type Cohen-Grossberg Shunting Inhibitory Cellular Neural Networks with Distributed Delays and Impulses [O] . Lijun Xu, Qi Jiang, Guodong Gu 2016

机译：具有分布时滞和脉冲的中立型Cohen-Grossberg分流抑制性细胞神经网络的概周期解的全局指数稳定性
7. Global exponential stability and global attractivity of impulsive Hopfield neural networks with time delays [O] . Fu Xilin, Li Xiaodi 2009

机译：时滞脉冲Hopfield神经网络的全局指数稳定性和全局吸引性

Global Exponential Stability of Equilibrium Point of Hopfield Neural Network with Delay

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