Stability of stochastic neural networks of neutral type with Markovian jumping parameters: A delay-fractioning approach

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2013.11.017 ◽

2014 ◽

Vol 351 (3) ◽

pp. 1553-1570 ◽

Author(s):

R. Rakkiyappan ◽

Quanxin Zhu ◽

A. Chandrasekar

Keyword(s):

Neural Networks ◽

Neutral Type ◽

Stochastic Neural Networks ◽

Markovian Jumping Parameters ◽

Markovian Jumping

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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 ◽

Download Full-text