Stability Analysis of Neural Networks With Time-Varying Delay by Constructing Novel Lyapunov Functionals

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2017.2760979 ◽

2018 ◽

Vol 29 (9) ◽

pp. 4238-4247 ◽

Author(s):

Tae H. Lee ◽

Hieu M. Trinh ◽

Ju H. Park

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Lyapunov Functionals ◽

Time Varying ◽

Time Varying Delay ◽

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Stability analysis for neural networks with time-varying delay: A more general delay decomposition approach

Neurocomputing ◽

10.1016/j.neucom.2009.10.005 ◽

2010 ◽

Vol 73 (4-6) ◽

pp. 853-857 ◽

Author(s):

Yonggang Chen ◽

Weiping Bi ◽

Wenlin Li

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Time Varying ◽

Decomposition Approach ◽

Time Varying Delay ◽

Delay Decomposition Approach ◽

Varying Delay ◽

Delay Decomposition

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A New Result on Stability Analysis of Recurrent Neural Networks with Time-Varying Delay Based on an Extended Delay-Dependent Integral Inequality

Neural Processing Letters ◽

10.1007/s11063-021-10601-y ◽

2021 ◽

Author(s):

Guoqiang Tan ◽

Zhanshan Wang

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Recurrent Neural Networks ◽

Integral Inequality ◽

Time Varying ◽

Time Varying Delay ◽

Delay Dependent ◽

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Delay-Dependent Stability Analysis for Switched Neural Networks With Time-Varying Delay

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) ◽

10.1109/tsmcb.2011.2157140 ◽

2011 ◽

Vol 41 (6) ◽

pp. 1522-1530 ◽

Author(s):

Zheng-Guang Wu ◽

Peng Shi ◽

Hongye Su ◽

Jian Chu

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Time Varying ◽

Time Varying Delay ◽

Switched Neural Networks ◽

Delay Dependent ◽

Delay Dependent Stability ◽

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Stability analysis for uncertain switched neural networks with time-varying delay

Neural Networks ◽

10.1016/j.neunet.2016.07.008 ◽

2016 ◽

Vol 83 ◽

pp. 32-41 ◽

Author(s):

Wenwen Shen ◽

Zhigang Zeng ◽

Leimin Wang

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Time Varying ◽

Time Varying Delay ◽

Switched Neural Networks ◽

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Global exponential stability analysis for recurrent neural networks with time-varying delay

2009 Chinese Control and Decision Conference ◽

10.1109/ccdc.2009.5191612 ◽

2009 ◽

Author(s):

Xiaoli Guo ◽

Qingbo Li ◽

Yonggang Chen ◽

Yuanyuan Wu

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Exponential Stability ◽

Recurrent Neural Networks ◽

Global Exponential Stability ◽

Time Varying ◽

Time Varying Delay ◽

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Stability analysis of neural networks with time-varying delay: Enhanced stability criteria and conservatism comparisons

Communications in Nonlinear Science and Numerical Simulation ◽

10.1016/j.cnsns.2017.05.021 ◽

2018 ◽

Vol 54 ◽

pp. 118-135 ◽

Author(s):

Wen-Juan Lin ◽

Yong He ◽

Chuan-Ke Zhang ◽

Min Wu

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Time Varying ◽

Stability Criteria ◽

Time Varying Delay ◽

Varying Delay ◽

Enhanced Stability

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Stability Analysis of Continuous-Time Switched Neural Networks With Time-Varying Delay Based on Admissible Edge-Dependent Average Dwell Time

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2020.3026912 ◽

2020 ◽

pp. 1-10

Author(s):

Hui-Ting Wang ◽

Yong He ◽

Chuan-Ke Zhang

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Continuous Time ◽

Average Dwell Time ◽

Time Varying ◽

Time Varying Delay ◽

Switched Neural Networks ◽

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Delay decomposition approach to stability analysis for uncertain fuzzy Hopfield neural networks with time-varying delay

Communications in Nonlinear Science and Numerical Simulation ◽

10.1016/j.cnsns.2010.08.019 ◽

2011 ◽

Vol 16 (4) ◽

pp. 2098-2108 ◽

Author(s):

P. Balasubramaniam ◽

R. Chandran

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Hopfield Neural Networks ◽

Time Varying ◽

Decomposition Approach ◽

Time Varying Delay ◽

Delay Decomposition Approach ◽

Varying Delay ◽

Delay Decomposition

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Stability Analysis for Neural Networks With Time-Varying Delay Based on Quadratic Convex Combination

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2012.2236571 ◽

2013 ◽

Vol 24 (4) ◽

pp. 513-521 ◽

Author(s):

Huaguang Zhang ◽

Feisheng Yang ◽

Xiaodong Liu ◽

Qingling Zhang

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Convex Combination ◽

Time Varying ◽

Time Varying Delay ◽

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A Delay Composition Approach to Stability Analysis of Neural Networks with Time-Varying Delay

2010 International Conference on Intelligent Computation Technology and Automation ◽

10.1109/icicta.2010.705 ◽

2010 ◽

Author(s):

Wenbin Cheng ◽

Xunlin Zhu ◽

Yiqun Deng

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Time Varying ◽

Time Varying Delay ◽

Delay Composition ◽

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