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

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

Mean square exponential stability of discrete-time Markov switched stochastic neural networks with partially unstable subsystems and mixed delays

Information Sciences ◽

10.1016/j.ins.2021.08.068 ◽

2021 ◽

Vol 580 ◽

pp. 243-259

Author(s):

Lina Fan ◽

Quanxin Zhu

Keyword(s):

Neural Networks ◽

Exponential Stability ◽

Discrete Time ◽

Stochastic Neural Networks ◽

Mixed Delays ◽

Mean Square ◽

Unstable Subsystems ◽

Mean Square Exponential Stability

Download Full-text

Robust delay-distribution-dependent stability of discrete-time stochastic neural networks with time-varying delay

Neurocomputing ◽

10.1016/j.neucom.2008.01.028 ◽

2009 ◽

Vol 72 (4-6) ◽

pp. 1265-1273 ◽

Author(s):

Yijun Zhang ◽

Dong Yue ◽

Engang Tian

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Stochastic Neural Networks ◽

Time Varying ◽

Delay Distribution ◽

Time Varying Delay ◽

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

Passivity analysis of discrete-time stochastic neural networks with time-varying delays

Neurocomputing ◽

10.1016/j.neucom.2008.05.006 ◽

2009 ◽

Vol 72 (7-9) ◽

pp. 1782-1788 ◽

Author(s):

Qiankun Song ◽

Jinling Liang ◽

Zidong Wang

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Stochastic Neural Networks ◽

Time Varying ◽

Passivity Analysis

Download Full-text

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 ◽

Download Full-text

Stability analysis of discrete-time stochastic neural networks with time-varying delays

Neurocomputing ◽

10.1016/j.neucom.2009.10.017 ◽

2010 ◽

Vol 73 (4-6) ◽

pp. 740-748 ◽

Author(s):

Yan Ou ◽

Hongyang Liu ◽

Yulin Si ◽

Zhiguang Feng

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Discrete Time ◽

Stochastic Neural Networks ◽

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

New delay-distribution-dependent stability analysis for discrete-time stochastic neural networks with randomly time-varying delays

Neurocomputing ◽

10.1016/j.neucom.2011.11.035 ◽

2013 ◽

Vol 116 ◽

pp. 30-37 ◽

Author(s):

Mengzhuo Luo ◽

Shouming Zhong

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Discrete Time ◽

Stochastic Neural Networks ◽

Time Varying ◽

Delay Distribution

Download Full-text

Robust dissipativity and passivity analysis for discrete-time stochastic neural networks with time-varying delay

10.1002/cplx.21614 ◽

2014 ◽

Vol 21 (3) ◽

pp. 47-58 ◽

Author(s):

G. Nagamani ◽

S. Ramasamy ◽

P. Balasubramaniam

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Stochastic Neural Networks ◽

Time Varying ◽

Time Varying Delay ◽

Passivity Analysis ◽

Download Full-text