Robust stability criterion for stochastic recurrent neural networks with markovian jumping parameters, mode-dependent delays and multiplicative noise

2008 2nd International Symposium on Systems and Control in Aerospace and Astronautics ◽

10.1109/isscaa.2008.4776237 ◽

2008 ◽

Author(s):

Ji-qing Qiu ◽

Hai-kuo He ◽

Zhi-feng Gao

Keyword(s):

Neural Networks ◽

Robust Stability ◽

Stability Criterion ◽

Recurrent Neural Networks ◽

Multiplicative Noise ◽

Markovian Jumping Parameters ◽

Markovian Jumping

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Robust stability of stochastic uncertain recurrent neural networks with Markovian jumping parameters and time-varying delays

International Journal of Machine Learning and Cybernetics ◽

10.1007/s13042-012-0124-6 ◽

2012 ◽

Vol 5 (1) ◽

pp. 13-22 ◽

Author(s):

M. Syed Ali

Keyword(s):

Neural Networks ◽

Robust Stability ◽

Recurrent Neural Networks ◽

Time Varying ◽

Markovian Jumping Parameters ◽

Markovian Jumping

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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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Global asymptotic stability of stochastic reaction-diffusion recurrent neural networks with Markovian jumping parameters and mixed delays

The Journal of Analysis ◽

10.1007/s41478-018-0123-4 ◽

2018 ◽

Vol 27 (1) ◽

pp. 277-292 ◽

Author(s):

C. Vidhya ◽

S. Dharani ◽

P. Balasubramaniam

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Recurrent Neural Networks ◽

Reaction Diffusion ◽

Mixed Delays ◽

Markovian Jumping Parameters ◽

Markovian Jumping ◽

Stochastic Reaction

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Stochastic exponential stability of the delayed reaction–diffusion recurrent neural networks with Markovian jumping parameters

Physics Letters A ◽

10.1016/j.physleta.2007.07.090 ◽

2008 ◽

Vol 372 (18) ◽

pp. 3201-3209 ◽

Author(s):

Linshan Wang ◽

Zhe Zhang ◽

Yangfan Wang

Keyword(s):

Neural Networks ◽

Exponential Stability ◽

Recurrent Neural Networks ◽

Reaction Diffusion ◽

Markovian Jumping Parameters ◽

Markovian Jumping ◽

Delayed Reaction

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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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Robust Stability for Uncertain Delayed Fuzzy Hopfield Neural Networks With Markovian Jumping Parameters

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

10.1109/tsmcb.2008.2002812 ◽

2009 ◽

Vol 39 (1) ◽

pp. 94-102 ◽

Author(s):

Hongyi Li ◽

Bing Chen ◽

Qi Zhou ◽

Weiyi Qian

Keyword(s):

Neural Networks ◽

Robust Stability ◽

Hopfield Neural Networks ◽

Markovian Jumping Parameters ◽

Markovian Jumping

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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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State estimation of recurrent neural networks with two Markovian jumping parameters and mixed delays

2015 34th Chinese Control Conference (CCC) ◽

10.1109/chicc.2015.7259870 ◽

2015 ◽

Author(s):

Ren Jiaojiao ◽

Zhu Hong ◽

Zhong Shouming ◽

Zeng Yong ◽

Zhang Yuping

Keyword(s):

Neural Networks ◽

State Estimation ◽

Recurrent Neural Networks ◽

Mixed Delays ◽

Markovian Jumping Parameters ◽

Markovian Jumping

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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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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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