Exponential stability of delayed bi-directional associative memory networks

Cao J.; Dong MF.

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Exponential stability of delayed bi-directional associative memory networks

机译：时滞双向联想存储网络的指数稳定性

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摘要

Some sufficient conditions are derived for the global exponential stability in delayed bi-directional associative memory (BAM) networks by constructing suitable Lyapunov functional and the inequality 2ab less than or equal to a(2) + b(2) technique. These conditions have an important leading significance in the design and applications of globally exponentially stable neural circuits for delayed BAM. (C) 2002 Elsevier Science Inc. All rights reserved. [References: 30]

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《Applied mathematics and computation》 |2002年第1期|共8页
作者
Cao J.; Dong MF.;
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正文语种 eng
中图分类应用数学;
关键词
Neural network; Delay; Bi-directional associative memory (bam); Global exponential stability; Inequality; Lyapunov functional; Neural circuits; Cellular neural networks; Periodic-solutions; Qualitative-analysis; Cnns; Oscillation;

机译：神经网络;延迟;双向联想记忆（bam）;全局指数稳定性;不等式;Lyapunov函数;神经回路;细胞神经网络;周期解;定性分析;Cnns;振荡;

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专利

1. Absolute exponential stability analysis of delayed bi-directional associative memory neural networks [J] . Lou XY, Cui BT Chaos, Solitons and Fractals: Applications in Science and Engineering: An Interdisciplinary Journal of Nonlinear Science . 2007,第1a3期

机译：时滞双向联想记忆神经网络的绝对指数稳定性分析
2. Exponential stability of delayed bi-directional associative memory networks [J] . Cao J., Dong MF. Applied mathematics and computation . 2002,第1期

机译：时滞双向联想存储网络的指数稳定性
3. Exponential stability and periodic oscillatory of bi-directional associative memory neural network involving delays [J] . Hongyong Zhao Neurocomputing . 2006,第4a6期

机译：时滞双向联想记忆神经网络的指数稳定性和周期振动性
4. Exponential Stability of Delayed Bi-directional Associative Memory Networks [C] . Jinde Cao 2000 5th International Conference on Signal Processing Proceedings August 21-25, 2000, Beijing, China . 2000

机译：时滞双向联想记忆网络的指数稳定性
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. The stability of memristive multidirectional associative memory neural networks with time-varying delays in the leakage terms via sampled-data control [O] . Weiping Wang, Xin Yu, Xiong Luo, 2012

机译：具有时变时滞的忆阻多向联想记忆神经网络通过采样数据控制的稳定性
7. Exponential stability criteria for fuzzy bidirectional associative memory Cohen-Grossberg neural networks with mixed delays and impulses [O] . Weina He, Longxian Chu 2017

机译：具有混合时滞和脉冲的模糊双向联想记忆Cohen-Grossberg神经网络的指数稳定性准则

Exponential stability of delayed bi-directional associative memory networks

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