Exponential synchronization of Markovian jumping neural networks with partly unknown transition probabilities via stochastic sampled-data control

Neurocomputing ◽

10.1016/j.neucom.2013.12.039 ◽

2014 ◽

Vol 133 ◽

pp. 385-398 ◽

Author(s):

A. Chandrasekar ◽

R. Rakkiyappan ◽

Fathalla A. Rihan ◽

S. Lakshmanan

Keyword(s):

Neural Networks ◽

Transition Probabilities ◽

Exponential Synchronization ◽

Sampled Data ◽

Markovian Jumping ◽

Data Control ◽

Partly Unknown Transition Probabilities ◽

Sampled Data Control

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Exponential synchronization criteria for Markovian jumping neural networks with time-varying delays and sampled-data control

Nonlinear Analysis Hybrid Systems ◽

10.1016/j.nahs.2014.04.001 ◽

2014 ◽

Vol 14 ◽

pp. 16-37 ◽

Author(s):

R. Rakkiyappan ◽

A. Chandrasekar ◽

Ju H. Park ◽

O.M. Kwon

Keyword(s):

Neural Networks ◽

Exponential Synchronization ◽

Time Varying ◽

Sampled Data ◽

Markovian Jumping ◽

Data Control ◽

Sampled Data Control

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New exponential synchronization for delayed chaotic neural networks with reliable sampled-data control

2018 Chinese Control And Decision Conference (CCDC) ◽

10.1109/ccdc.2018.8407605 ◽

2018 ◽

Author(s):

Jun Wang ◽

Qinzhen Huang ◽

Kaibo Shi ◽

Shouming Zhong

Keyword(s):

Neural Networks ◽

Exponential Synchronization ◽

Sampled Data ◽

Chaotic Neural Networks ◽

Data Control ◽

Sampled Data Control ◽

Delayed Chaotic Neural Networks

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State estimation of T–S fuzzy delayed neural networks with Markovian jumping parameters using sampled-data control

Fuzzy Sets and Systems ◽

10.1016/j.fss.2016.03.012 ◽

2017 ◽

Vol 306 ◽

pp. 87-104 ◽

Author(s):

M. Syed Ali ◽

N. Gunasekaran ◽

Quanxin Zhu

Keyword(s):

Neural Networks ◽

State Estimation ◽

Markovian Jumping Parameters ◽

Sampled Data ◽

Markovian Jumping ◽

Delayed Neural Networks ◽

Data Control ◽

Sampled Data Control

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STABILITY OF T-S FUZZY MIXED DELAYED NEURAL NETWORKS WITH MARKOVIAN JUMPING PARAMETERS THROUGH RELIABLE SAMPLED DATA CONTROL

Advances in Mathematics: Scientific Journal ◽

10.37418/amsj.9.8.95 ◽

2020 ◽

Vol 9 (8) ◽

pp. 6277-6290

Author(s):

D. Ajay ◽

R. Sugumar

Keyword(s):

Neural Networks ◽

Markovian Jumping Parameters ◽

Sampled Data ◽

Markovian Jumping ◽

Delayed Neural Networks ◽

Data Control ◽

Sampled Data Control

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Aperiodic Sampled-data Control for Exponential Synchronization of Chaotic Delayed Neural Networks with Exponentially Decaying Gain

International Journal of Control Automation and Systems ◽

10.1007/s12555-019-0818-6 ◽

2020 ◽

Vol 18 (11) ◽

pp. 2898-2906

Author(s):

Jikai Wang ◽

Xia Huang ◽

Zhen Wang ◽

Jianwei Xia ◽

Hao Shen

Keyword(s):

Neural Networks ◽

Exponential Synchronization ◽

Sampled Data ◽

Delayed Neural Networks ◽

Data Control ◽

Sampled Data Control

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Exponential synchronization of a class of neural networks with sampled-data control

Applied Mathematics and Computation ◽

10.1016/j.amc.2017.07.045 ◽

2017 ◽

Vol 315 ◽

pp. 150-161 ◽

Author(s):

Chao Ge ◽

Bingfang Wang ◽

Xian Wei ◽

Yajuan Liu

Keyword(s):

Neural Networks ◽

Exponential Synchronization ◽

Sampled Data ◽

Data Control ◽

Sampled Data Control

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Stochastic Sampled-Data Control for Exponential Synchronization of Markovian Jumping Complex Dynamical Networks with Mode-Dependent Time-Varying Coupling Delay

Circuits Systems and Signal Processing ◽

10.1007/s00034-014-9854-x ◽

2014 ◽

Vol 34 (1) ◽

pp. 153-183 ◽

Author(s):

R. Rakkiyappan ◽

N. Sakthivel

Keyword(s):

Exponential Synchronization ◽

Complex Dynamical Networks ◽

Time Varying ◽

Sampled Data ◽

Markovian Jumping ◽

Dynamical Networks ◽

Coupling Delay ◽

Data Control ◽

Sampled Data Control

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Stochastic asymptotical synchronization of chaotic Markovian jumping fuzzy cellular neural networks with mixed delays and the Wiener process based on sampled-data control

Chinese Physics B ◽

10.1088/1674-1056/22/7/078401 ◽

2013 ◽

Vol 22 (7) ◽

pp. 078401 ◽

Author(s):

M. Kalpana ◽

P. Balasubramaniam

Keyword(s):

Neural Networks ◽

Wiener Process ◽

Cellular Neural Networks ◽

Mixed Delays ◽

Fuzzy Cellular Neural Networks ◽

Sampled Data ◽

Markovian Jumping ◽

Data Control ◽

Sampled Data Control

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Memory sampled data control for switched-type neural networks and its application in image secure communications

Mathematics and Computers in Simulation ◽

10.1016/j.matcom.2021.03.021 ◽

2021 ◽

Author(s):

Yang Cao ◽

K. Udhayakumar ◽

K. Pradeepa Veerakumari ◽

R. Rakkiyappan

Keyword(s):

Neural Networks ◽

Secure Communications ◽

Sampled Data ◽

Data Control ◽

Sampled Data Control

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Design of Stochastic Passivity and Passification for Delayed BAM Neural Networks with Markov Jump Parameters via Non-uniform Sampled-Data Control

Neural Processing Letters ◽

10.1007/s11063-020-10394-6 ◽

2021 ◽

Author(s):

Nallappan Gunasekaran ◽

M. Syed Ali

Keyword(s):

Neural Networks ◽

Bam Neural Networks ◽

Sampled Data ◽

Markov Jump ◽

Data Control ◽

Sampled Data Control ◽

Passivity And Passification

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