Improved delay-dependent globally asymptotic stability of delayed uncertain recurrent neural networks with Markovian jumping parameters

Chinese Physics B ◽

10.1088/1674-1056/19/6/060512 ◽

2010 ◽

Vol 19 (6) ◽

pp. 060512 ◽

Author(s):

Ji Yan ◽

Cui Bao-Tong

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Recurrent Neural Networks ◽

Markovian Jumping Parameters ◽

Markovian Jumping ◽

Globally Asymptotic Stability ◽

Delay Dependent

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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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Delay-dependent exponential stability of recurrent neural networks with Markovian jumping parameters and proportional delays

Neural Computing and Applications ◽

10.1007/s00521-016-2370-0 ◽

2016 ◽

Vol 28 (S1) ◽

pp. 765-773 ◽

Author(s):

Liqun Zhou

Keyword(s):

Neural Networks ◽

Exponential Stability ◽

Recurrent Neural Networks ◽

Markovian Jumping Parameters ◽

Markovian Jumping ◽

Proportional Delays ◽

Delay Dependent

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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 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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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 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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Further Result for Globally Asymptotic Stability of a Class of Memristor-Based Recurrent Neural Networks with Time-Varying Delays

International Journal of Control and Automation ◽

10.14257/ijca.2016.9.2.03 ◽

2016 ◽

Vol 9 (2) ◽

pp. 19-30

Author(s):

Jing Liu ◽

Fang Qiu ◽

Liguo Huang

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Recurrent Neural Networks ◽

Time Varying ◽

Globally Asymptotic Stability

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Exponential stability of delayed recurrent neural networks with Markovian jumping parameters

Physics Letters A ◽

10.1016/j.physleta.2006.03.078 ◽

2006 ◽

Vol 356 (4-5) ◽

pp. 346-352 ◽

Author(s):

Zidong Wang ◽

Yurong Liu ◽

Li Yu ◽

Xiaohui Liu

Keyword(s):

Neural Networks ◽

Exponential Stability ◽

Recurrent Neural Networks ◽

Markovian Jumping Parameters ◽

Markovian Jumping

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Delay-dependent global asymptotic stability criteria for stochastic genetic regulatory networks with Markovian jumping parameters

Applied Mathematical Modelling ◽

10.1016/j.apm.2011.09.017 ◽

2012 ◽

Vol 36 (4) ◽

pp. 1718-1730 ◽

Author(s):

Xiaodi Li ◽

R. Rakkiyappan

Keyword(s):

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Regulatory Networks ◽

Genetic Regulatory Networks ◽

Markovian Jumping Parameters ◽

Stability Criteria ◽

Markovian Jumping ◽

Stochastic Genetic Regulatory Networks ◽

Delay Dependent

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