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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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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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 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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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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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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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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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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Passivity Analysis for Neural Networks of Neutral Type with Markovian Jumping Parameters and Time-Varying Delay

2018 5th International Conference on Information Science and Control Engineering (ICISCE) ◽

10.1109/icisce.2018.00185 ◽

2018 ◽

Author(s):

Tao Wu ◽

Lianglin Xiong ◽

Jinlong Shu

Keyword(s):

Neural Networks ◽

Neutral Type ◽

Time Varying ◽

Markovian Jumping Parameters ◽

Markovian Jumping ◽

Time Varying Delay ◽

Passivity Analysis ◽

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Passivity analysis for neural networks of neutral type with Markovian jumping parameters and time delay in the leakage term

Communications in Nonlinear Science and Numerical Simulation ◽

10.1016/j.cnsns.2011.03.028 ◽

2011 ◽

Vol 16 (11) ◽

pp. 4422-4437 ◽

Author(s):

P. Balasubramaniam ◽

G. Nagamani ◽

R. Rakkiyappan

Keyword(s):

Neural Networks ◽

Neutral Type ◽

Markovian Jumping Parameters ◽

Markovian Jumping ◽

Leakage Term ◽

Passivity Analysis

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