Global Exponential Stability Analysis of a General Class of Hopfield Neural Networks with Distributed Delays

机译：一类具有分布时滞的通用Hopfield神经网络的全局指数稳定性分析

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In this paper, based on contraction mapping principle and differential inequality technique, we investigate global exponential stability of a general class of Hopfield neural networks with distributed delays. Some sufficient conditions are derived which ensure the existence, uniqueness, global exponential stability of equilibrium point of the neural networks. Finally, an example is given to illustrate advantages of our approach.

机译：本文基于收缩映射原理和微分不等式技术，研究了具有分布时滞的一类普通Hopfield神经网络的全局指数稳定性。导出了一些足以确保神经网络平衡点存在，唯一性和全局指数稳定性的条件。最后，给出一个例子来说明我们方法的优点。

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《International conference on swarm intelligence;ICSI 2010》|2010年|p.391-397|共7页
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Chaojin Fu; Wei Liu; Meng Yang;
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正文语种
中图分类人工智能理论;
关键词
hopfield neural networks; global exponential stability; dis-tributed delays;

机译：Hopfield神经网络;全局指数稳定性分布式延迟;

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1. Global Exponential Stability of Weighted Pseudo-Almost Periodic Solutions of Neutral Type High-Order Hopfield Neural Networks with Distributed Delays [J] . LiliZhao, YongkunLi Abstract and applied analysis . 2014,第15期

机译：具有分布延迟的中性高阶Hopfield神经网络加权伪几乎定期解决方案的全局指数稳定性
2. Global Exponential Robust Stability of High-Order Hopfield Neural Networks with S-Type Distributed Time Delays [J] . HaiyongZheng, BinWu, TengdaWei, Journal of applied mathematics . 2014,第2期

机译：具有S型分布时间延迟的高阶跳闸神经网络的全局指数稳健稳定性
3. Global exponential stability of high-order Hopfield-type neural networks with S-type distributed time delays [J] . Yangfan Wang, Chunge Lu, Guangrong Ji, Communications in Nonlinear Science and Numerical Simulation . 2011,第8期

机译：具有S型分布时滞的高阶Hopfield型神经网络的全局指数稳定性
4. Global Exponential Stability Analysis of a General Class of Hopfield Neural Networks with Distributed Delays [C] . Chaojin Fu, Wei Liu, Meng Yang International Conference on Swarm Intelligence . 2010

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5. Stability analysis of two classes of dynamical systems: General hybrid systems and neural networks with delays [D] . Ye, Hui 1996

机译：两类动力系统的稳定性分析：通用混合动力系统和带时滞的神经网络
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 of Weighted Pseudo-Almost Periodic Solutions of Neutral Type High-Order Hopfield Neural Networks with Distributed Delays [O] . Lili Zhao, Yongkun Li 2014

机译：具有分布延迟的中性高阶Hopfield神经网络加权伪几乎定期解决方案的全局指数稳定性

Global Exponential Stability Analysis of a General Class of Hopfield Neural Networks with Distributed Delays

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