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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New results on global asymptotic stability analysis for neural networks with time-varying delays

Nonlinear Analysis Real World Applications ◽

10.1016/j.nonrwa.2007.08.025 ◽

2009 ◽

Vol 10 (1) ◽

pp. 554-562 ◽

Author(s):

Tao Li ◽

Lei Guo ◽

Chong Lin ◽

Changyin Sun

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

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Global asymptotic stability analysis of nonlinear differential equations in hybrid bidirectional associative memory neural networks with distributed time-varying delays

Neurocomputing ◽

10.1016/j.neucom.2008.07.001 ◽

2009 ◽

Vol 72 (7-9) ◽

pp. 1803-1807 ◽

Author(s):

Yongqiang Zhou ◽

Shouming Zhong ◽

Mao Ye ◽

Zhiyuan Shi

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Asymptotic Stability ◽

Differential Equations ◽

Associative Memory ◽

Global Asymptotic Stability ◽

Nonlinear Differential Equations ◽

Time Varying ◽

Bidirectional Associative Memory

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Global Asymptotic Stability for Complex-Valued Neural Networks with Time-Varying Delays via New Lyapunov Functionals and Complex-Valued Inequalities

Neural Processing Letters ◽

10.1007/s11063-017-9757-5 ◽

2017 ◽

Vol 48 (2) ◽

pp. 995-1017 ◽

Author(s):

Zhengqiu Zhang ◽

Dangli Hao

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Lyapunov Functionals ◽

Time Varying ◽

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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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Global Asymptotic Stability Analysis of Neural Networks with Time-Varying Delays

Neural Processing Letters ◽

10.1007/s11063-004-3426-1 ◽

2005 ◽

Vol 21 (1) ◽

pp. 61-71 ◽

Author(s):

Zhang Qiang ◽

Xiaopeng Wei ◽

Jin Xu

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

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Existence, uniqueness, and global asymptotic stability analysis for delayed complex-valued Cohen–Grossberg BAM neural networks

Neural Computing and Applications ◽

10.1007/s00521-016-2539-6 ◽

2016 ◽

Vol 29 (9) ◽

pp. 565-584 ◽

Author(s):

K. Subramanian ◽

P. Muthukumar

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Bam Neural Networks ◽

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Existence, uniqueness and global asymptotic stability for a class of complex-valued neutral-type neural networks with time delays

Kybernetika ◽

10.14736/kyb-2018-4-0844 ◽

2018 ◽

pp. 844-863

Author(s):

Manchun Tan ◽

Desheng Xu

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Time Delays ◽

Neutral Type ◽

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Global asymptotic stability of fractional-order complex-valued neural networks with probabilistic time-varying delays

Neurocomputing ◽

10.1016/j.neucom.2021.04.043 ◽

2021 ◽

Author(s):

Sihan Chen ◽

Qiankun Song ◽

Zhenjiang Zhao ◽

Yurong Liu ◽

Fuad E. Alsaadi

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Fractional Order ◽

Global Asymptotic Stability ◽

Time Varying ◽

Order Complex ◽

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Global asymptotic stability of complex-valued neural networks with additive time-varying delays

Cognitive Neurodynamics ◽

10.1007/s11571-017-9429-1 ◽

2017 ◽

Vol 11 (3) ◽

pp. 293-306 ◽

Author(s):

K. Subramanian ◽

P. Muthukumar

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Time Varying ◽

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Global asymptotic stability analysis for neutral stochastic neural networks with time-varying delays

Communications in Nonlinear Science and Numerical Simulation ◽

10.1016/j.cnsns.2008.04.001 ◽

2009 ◽

Vol 14 (4) ◽

pp. 1576-1581 ◽

Author(s):

Weiwei Su ◽

Yiming Chen

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Stochastic Neural Networks ◽

Time Varying ◽

Neutral Stochastic Neural Networks

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