Global asymptotic stability for neutral-type Hopfield neural networks with multiple delays

Journal of Physics Conference Series ◽

10.1088/1742-6596/1883/1/012089 ◽

2021 ◽

Vol 1883 (1) ◽

pp. 012089

Author(s):

Fei Wu

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Neutral Type ◽

Hopfield Neural Networks ◽

Multiple Delays

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Study on the Global Asymptotic Stability of Hopfield Neural Networks

2007 IEEE International Conference on Control and Automation ◽

10.1109/icca.2007.4376868 ◽

2007 ◽

Author(s):

Haiming Jing ◽

Ning Zhao

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Hopfield Neural Networks

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Global Asymptotic Stability of High-Order Delay Hopfield Neural Networks with Time-Varying Coefficients

Zeitschrift für Analysis und ihre Anwendungen ◽

10.4171/zaa/1249 ◽

2005 ◽

pp. 419-429 ◽

Author(s):

PEIGUANG WANG ◽

HAIRONG LIAN ◽

YONGHONG WU

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Hopfield Neural Networks ◽

Time Varying ◽

Varying Coefficients ◽

Time Varying Coefficients

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Global asymptotic stability analysis for neutral-type complex-valued neural networks with random time-varying delays

International Journal of Systems Science ◽

10.1080/00207721.2019.1623340 ◽

2019 ◽

Vol 50 (9) ◽

pp. 1742-1756 ◽

Author(s):

R. Sriraman ◽

R. Samidurai

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Neutral Type ◽

Random Time ◽

Time Varying ◽

Type Complex ◽

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Existence and global asymptotic stability of periodic solutions for Hopfield neural networks with discontinuous activations

Nonlinear Analysis Real World Applications ◽

10.1016/j.nonrwa.2008.02.022 ◽

2009 ◽

Vol 10 (3) ◽

pp. 1651-1661 ◽

Author(s):

Lihong Huang ◽

Jiafu Wang ◽

Xiangnan Zhou

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Periodic Solutions ◽

Global Asymptotic Stability ◽

Hopfield Neural Networks ◽

Discontinuous Activations

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GLOBAL ASYMPTOTIC STABILITY AND GLOBAL EXPONENTIAL STABILITY OF HOPFIELD NEURAL NETWORKS

Wavelet Analysis and Its Applications, and Active Media Technology ◽

10.1142/9789812702654_0162 ◽

2004 ◽

Author(s):

SHOU-MING ZHONG ◽

JIN-XIANG YANG ◽

KE-YU YAN ◽

JIAN-PING LI

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Exponential Stability ◽

Global Asymptotic Stability ◽

Global Exponential Stability ◽

Hopfield Neural Networks

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A new Lyapunov functional for stability analysis of neutral-type Hopfield neural networks with multiple delays

Neural Networks ◽

10.1016/j.neunet.2020.06.013 ◽

2020 ◽

Vol 129 ◽

pp. 288-297 ◽

Author(s):

Ozlem Faydasicok

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Lyapunov Functional ◽

Neutral Type ◽

Hopfield Neural Networks ◽

Multiple Delays

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A Novel Criterion for Global Asymptotic Stability of Neutral-Type Neural Networks with Discrete Time Delays

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-030-04179-3_31 ◽

2018 ◽

pp. 353-360

Author(s):

Ozlem Faydasicok ◽

Sabri Arik

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Discrete Time ◽

Global Asymptotic Stability ◽

Time Delays ◽

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Global asymptotic stability for a class of nonlinear neural networks with multiple delays

Nonlinear Analysis ◽

10.1016/j.na.2006.09.049 ◽

2007 ◽

Vol 67 (11) ◽

pp. 3037-3040 ◽

Author(s):

Yi-You Hou ◽

Teh-Lu Liao ◽

Jun-Juh Yan

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Multiple Delays ◽

Nonlinear Neural Networks

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Global asymptotic stability analysis for stochastic neutral-type delayed neural networks

2010 Chinese Control and Decision Conference ◽

10.1109/ccdc.2010.5498735 ◽

2010 ◽

Author(s):

Wei Feng ◽

Haixia Wu

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Neutral Type ◽

Delayed Neural Networks

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LMI conditions for global asymptotic stability results for neutral-type neural networks with distributed time delays

Applied Mathematics and Computation ◽

10.1016/j.amc.2008.06.049 ◽

2008 ◽

Vol 204 (1) ◽

pp. 317-324 ◽

Author(s):

R. Rakkiyappan ◽

P. Balasubramaniam

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Time Delays ◽

Neutral Type ◽

Distributed Time Delays ◽

Stability Results

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