Stochastic stability analysis for a neutral-type neural networks with Markovian jumping parameters

The Journal of Nonlinear Sciences and Applications ◽

10.22436/jnsa.010.07.05 ◽

2017 ◽

Vol 10 (07) ◽

pp. 3409-3418

Author(s):

Song Guo ◽

Bo Du

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Stochastic Stability ◽

Neutral Type ◽

Markovian Jumping Parameters ◽

Markovian Jumping ◽

Stochastic Stability Analysis

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Delay-partitioning approach design for stochastic stability analysis of uncertain neutral-type neural networks with Markovian jumping parameters

Neurocomputing ◽

10.1016/j.neucom.2016.05.025 ◽

2016 ◽

Vol 207 ◽

pp. 437-449 ◽

Author(s):

Chun Yin ◽

Yuhua Cheng ◽

Xuegang Huang ◽

Shou-ming Zhong ◽

Yuanyuan Li ◽

...

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Stochastic Stability ◽

Neutral Type ◽

Markovian Jumping Parameters ◽

Markovian Jumping ◽

Stochastic Stability Analysis ◽

Delay Partitioning

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Stochastic stability analysis of neutral-type impulsive neural networks with mixed time-varying delays and Markovian jumping

Neurocomputing ◽

10.1016/j.neucom.2010.04.016 ◽

2010 ◽

Vol 73 (13-15) ◽

pp. 2689-2695 ◽

Author(s):

Huaguang Zhang ◽

Meng Dong ◽

Yingchun Wang ◽

Ning Sun

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Stochastic Stability ◽

Neutral Type ◽

Time Varying ◽

Markovian Jumping ◽

Stochastic Stability Analysis

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Improved Delay-dependent Robust Stability Analysis for Neutral-type Uncertain Neural Networks with Markovian jumping Parameters and Time-varying Delays

Neurocomputing ◽

10.1016/j.neucom.2014.09.008 ◽

2015 ◽

Vol 149 ◽

pp. 1198-1205 ◽

Author(s):

Jianwei Xia ◽

Ju H. Park ◽

Hongbing Zeng

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Robust Stability ◽

Neutral Type ◽

Time Varying ◽

Markovian Jumping Parameters ◽

Markovian Jumping ◽

Robust Stability Analysis ◽

Uncertain Neural Networks ◽

Delay Dependent

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Stochastic stability analysis for delayed neural networks of neutral type with Markovian jump parameters

Chaos Solitons & Fractals ◽

10.1016/j.chaos.2007.06.114 ◽

2009 ◽

Vol 39 (5) ◽

pp. 2188-2197 ◽

Author(s):

Xuyang Lou ◽

Baotong Cui

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Stochastic Stability ◽

Neutral Type ◽

Markovian Jump ◽

Delayed Neural Networks ◽

Markovian Jump Parameters ◽

Stochastic Stability Analysis

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Stability analysis for a class of neutral-type neural networks with Markovian jumping parameters and mode-dependent mixed delays

Neurocomputing ◽

10.1016/j.neucom.2012.04.003 ◽

2012 ◽

Vol 94 ◽

pp. 46-53 ◽

Author(s):

Yurong Liu ◽

Zidong Wang ◽

Xiaohui Liu

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Neutral Type ◽

Mixed Delays ◽

Markovian Jumping Parameters ◽

Markovian Jumping

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A free-weighting matrices technique for stochastic stability analysis of uncertain singular system with Markovian jumping parameters

10.1109/chicc.2008.4605856 ◽

2008 ◽

Author(s):

Lu Hongqian ◽

Zhou Wuneng ◽

Xu Yuhua ◽

Li Minghao ◽

Jiang Lei

Keyword(s):

Stability Analysis ◽

Stochastic Stability ◽

Singular System ◽

Markovian Jumping Parameters ◽

Markovian Jumping ◽

Stochastic Stability Analysis

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Stochastic stability analysis for neutral-type Markov jump neural networks with additive time-varying delays via a new reciprocally convex combination inequality

International Journal of Systems Science ◽

10.1080/00207721.2019.1586005 ◽

2019 ◽

Vol 50 (5) ◽

pp. 970-988 ◽

Author(s):

Haiyang Zhang ◽

Zhipeng Qiu ◽

Lianglin Xiong ◽

Guanghao Jiang

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Stochastic Stability ◽

Convex Combination ◽

Neutral Type ◽

Time Varying ◽

Markov Jump ◽

Reciprocally Convex Combination ◽

Stochastic Stability Analysis

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Stochastic stability analysis for uncertain singular system with Markovian jumping parameters

2008 Chinese Control and Decision Conference ◽

10.1109/ccdc.2008.4598092 ◽

2008 ◽

Author(s):

Hongqian Lu ◽

Wuneng Zhou ◽

Yuhua Xu ◽

Lei Jiang ◽

Minghao Li

Keyword(s):

Stability Analysis ◽

Stochastic Stability ◽

Singular System ◽

Markovian Jumping Parameters ◽

Markovian Jumping ◽

Stochastic Stability Analysis

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New stability and stabilization conditions for stochastic neural networks of neutral type with Markovian jumping parameters

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2018.09.032 ◽

2018 ◽

Vol 355 (17) ◽

pp. 8462-8483 ◽

Author(s):

Tao Wu ◽

Lianglin Xiong ◽

Jinde Cao ◽

Zixin Liu ◽

Haiyang Zhang

Keyword(s):

Neural Networks ◽

Neutral Type ◽

Stochastic Neural Networks ◽

Markovian Jumping Parameters ◽

Markovian Jumping ◽

Stability And Stabilization

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Robust stability analysis of stochastic neural networks with Markovian jumping parameters and probabilistic time-varying delays

10.1002/cplx.21630 ◽

2014 ◽

Vol 21 (5) ◽

pp. 59-72 ◽

Author(s):

Chandrasekar Pradeep ◽

Arunachalam Chandrasekar ◽

Rangasamy Murugesu ◽

Rajan Rakkiyappan

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Robust Stability ◽

Stochastic Neural Networks ◽

Time Varying ◽

Markovian Jumping Parameters ◽

Markovian Jumping ◽

Robust Stability Analysis

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