Stability Analysis for Delayed Neural Networks with Discontinuous Neuron Activations

Zhenyuan Guo; Lihong Huang

doi:10.1002/asjc.627

Stability Analysis for Delayed Neural Networks with Discontinuous Neuron Activations

Asian Journal of Control ◽

10.1002/asjc.627 ◽

2012 ◽

Vol 15 (4) ◽

pp. 1158-1167 ◽

Cited By ~ 2

Author(s):

Zhenyuan Guo ◽

Lihong Huang

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Delayed Neural Networks ◽

Discontinuous Neuron Activations

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Stability analysis of the class of delayed neural networks

ISCAS'99. Proceedings of the 1999 IEEE International Symposium on Circuits and Systems VLSI (Cat. No.99CH36349) ◽

10.1109/iscas.1999.777637 ◽

2003 ◽

Author(s):

S. Arik ◽

V. Tavsanoglu

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Delayed Neural Networks

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Robust Stability Analysis of Delayed Neural Networks with Polytopic Type Uncertainties

TENCON 2005 - 2005 IEEE Region 10 Conference ◽

10.1109/tencon.2005.301253 ◽

2005 ◽

Author(s):

Yong He ◽

Qing-guo Wang ◽

Wei Zheng

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Robust Stability ◽

Delayed Neural Networks ◽

Robust Stability Analysis

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Stability Analysis for Delayed Neural Networks: A Fractional-order Function Method

Neurocomputing ◽

10.1016/j.neucom.2021.08.077 ◽

2021 ◽

Author(s):

Yufeng Tian ◽

Zhanshan Wang

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Fractional Order ◽

Function Method ◽

Order Function ◽

Delayed Neural Networks

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A Novel Augmented Lyapunov Functional for the Stability Analysis of Delayed Neural Networks

2018 37th Chinese Control Conference (CCC) ◽

10.23919/chicc.2018.8483493 ◽

2018 ◽

Author(s):

Fei Long ◽

Leichao Pang ◽

Chuan-Ke Zhang ◽

Yong He

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Lyapunov Functional ◽

Delayed Neural Networks ◽

The Stability

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A general framework for global asymptotic stability analysis of delayed neural networks based on LMI approach

Chaos Solitons & Fractals ◽

10.1016/j.chaos.2004.09.063 ◽

2005 ◽

Vol 24 (5) ◽

pp. 1317-1329 ◽

Cited By ~ 163

Author(s):

Jinde Cao ◽

Daniel W.C. Ho

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

General Framework ◽

Lmi Approach ◽

Delayed Neural Networks

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Stability Analysis for Delayed Neural Networks Based on A Sufficient and Necessary Condition on Polynomial Inequalities*

10.1109/iecon48115.2021.9589735 ◽

2021 ◽

Author(s):

Fei Long ◽

Yong He

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Necessary Condition ◽

Delayed Neural Networks ◽

Polynomial Inequalities ◽

Sufficient And Necessary Condition

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Stability Analysis and Application for Delayed Neural Networks Driven by Fractional Brownian Noise

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2017.2674692 ◽

2018 ◽

Vol 29 (5) ◽

pp. 1491-1502 ◽

Cited By ~ 18

Author(s):

Wuneng Zhou ◽

Xianghui Zhou ◽

Jun Yang ◽

Jun Zhou ◽

Dongbing Tong

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Delayed Neural Networks ◽

Brownian Noise ◽

Fractional Brownian Noise

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Stability Analysis for Delayed Neural Networks Considering Both Conservativeness and Complexity

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2015.2449898 ◽

2016 ◽

Vol 27 (7) ◽

pp. 1486-1501 ◽

Cited By ~ 127

Author(s):

Chuan-Ke Zhang ◽

Yong He ◽

Lin Jiang ◽

Min Wu

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Delayed Neural Networks

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Stability analysis for periodic solution of neural networks with discontinuous neuron activations

Nonlinear Analysis Real World Applications ◽

10.1016/j.nonrwa.2008.02.024 ◽

2009 ◽

Vol 10 (3) ◽

pp. 1717-1729 ◽

Cited By ~ 37

Author(s):

Huaiqin Wu

Keyword(s):

Neural Networks ◽

Periodic Solution ◽

Stability Analysis ◽

Discontinuous Neuron Activations

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Triple-integral method for the stability analysis of delayed neural networks

Neurocomputing ◽

10.1016/j.neucom.2012.07.005 ◽

2013 ◽

Vol 99 ◽

pp. 283-289 ◽

Cited By ~ 33

Author(s):

Zixin Liu ◽

Jian Yu ◽

Daoyun Xu ◽

Dingtao Peng

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Integral Method ◽

Delayed Neural Networks ◽

The Stability

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