A mode-dependent stability criterion for delayed discrete-time stochastic neural networks with Markovian jumping parameters

Neurocomputing ◽

10.1016/j.neucom.2009.11.004 ◽

2010 ◽

Vol 73 (7-9) ◽

pp. 1491-1500 ◽

Author(s):

Yan Ou ◽

Peng Shi ◽

Hongyang Liu

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Stability Criterion ◽

Stochastic Neural Networks ◽

Markovian Jumping Parameters ◽

Markovian Jumping

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Robust Stability of Discrete-Time Stochastic Neural Networks with Markovian Jumping Parameters and Mode-Dependent Delays

2009 Fourth International Conference on Innovative Computing, Information and Control (ICICIC) ◽

10.1109/icicic.2009.324 ◽

2009 ◽

Author(s):

Jiqing Qiu ◽

Haikuo He

Keyword(s):

Neural Networks ◽

Robust Stability ◽

Discrete Time ◽

Stochastic Neural Networks ◽

Markovian Jumping Parameters ◽

Markovian Jumping

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An asymptotical stability criterion for discrete-time stochastic neural networks with Markovian jumping and time-varying mixed delays

2010 Chinese Control and Decision Conference ◽

10.1109/ccdc.2010.5499090 ◽

2010 ◽

Author(s):

Hongjun Chu ◽

Fang Wang ◽

Lixin Gao

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Stability Criterion ◽

Asymptotical Stability ◽

Stochastic Neural Networks ◽

Mixed Delays ◽

Time Varying ◽

Markovian Jumping

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New robust stability of discrete-time stochastic neural networks with Markovian jumping parameters

2009 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2009.5212108 ◽

2009 ◽

Author(s):

Gui-Ju Shi ◽

Hai-Kuo He ◽

Jun-Ling Gao ◽

Zhan-Hui Wang

Keyword(s):

Neural Networks ◽

Robust Stability ◽

Discrete Time ◽

Stochastic Neural Networks ◽

Markovian Jumping Parameters ◽

Markovian Jumping

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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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Reliable filter design for discrete-time neural networks with Markovian jumping parameters and time-varying delay

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2020.02.039 ◽

2020 ◽

Vol 357 (5) ◽

pp. 2892-2915 ◽

Author(s):

Weifeng Xia ◽

Shengyuan Xu ◽

Junwei Lu ◽

Zhengqiang Zhang ◽

Yuming Chu

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Filter Design ◽

Time Varying ◽

Markovian Jumping Parameters ◽

Markovian Jumping ◽

Time Varying Delay ◽

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Robust Stability Criterion for Discrete-Time Uncertain Markovian Jumping Neural Networks With Defective Statistics of Modes Transitions

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2010.2093151 ◽

2011 ◽

Vol 22 (1) ◽

pp. 164-170 ◽

Author(s):

Ye Zhao ◽

Lixian Zhang ◽

Shen Shen ◽

Huijun Gao

Keyword(s):

Neural Networks ◽

Robust Stability ◽

Discrete Time ◽

Stability Criterion ◽

Markovian Jumping

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Exponential passivity analysis of stochastic neural networks with leakage, distributed delays and Markovian jumping parameters

Neurocomputing ◽

10.1016/j.neucom.2015.10.072 ◽

2016 ◽

Vol 175 ◽

pp. 401-410 ◽

Author(s):

S. Senthilraj ◽

R. Raja ◽

Quanxin Zhu ◽

R. Samidurai ◽

Zhangsong Yao

Keyword(s):

Neural Networks ◽

Distributed Delays ◽

Stochastic Neural Networks ◽

Markovian Jumping Parameters ◽

Markovian Jumping ◽

Passivity Analysis

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Passivity analysis of uncertain stochastic neural networks with time-varying delays and Markovian jumping parameters

Network Computation in Neural Systems ◽

10.3109/0954898x.2016.1145752 ◽

2015 ◽

Vol 26 (3-4) ◽

pp. 73-96 ◽

Author(s):

M. Syed Ali ◽

M. Esther Rani

Keyword(s):

Neural Networks ◽

Stochastic Neural Networks ◽

Time Varying ◽

Markovian Jumping Parameters ◽

Markovian Jumping ◽

Passivity Analysis ◽

Uncertain Stochastic Neural Networks

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Almost surely asymptotic synchronization for stochastic neural networks of neutral type with Markovian jumping parameters

International Journal of Adaptive Control and Signal Processing ◽

10.1002/acs.3047 ◽

2019 ◽

Vol 33 (10) ◽

pp. 1524-1551

Author(s):

Tao Wu ◽

Lianglin Xiong ◽

Jinde Cao ◽

Xueqin Xie

Keyword(s):

Neural Networks ◽

Neutral Type ◽

Stochastic Neural Networks ◽

Markovian Jumping Parameters ◽

Markovian Jumping ◽

Asymptotic Synchronization

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