Aperiodic sampled-data control for local stabilization of memristive neural networks subject to actuator saturation: Discrete-time Lyapunov approach

ISA Transactions ◽

10.1016/j.isatra.2021.08.033 ◽

2021 ◽

Author(s):

Yingjie Fan ◽

Xia Huang ◽

Yuxia Li

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Actuator Saturation ◽

Sampled Data ◽

Memristive Neural Networks ◽

Lyapunov Approach ◽

Data Control ◽

Sampled Data Control

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Aperiodic Sampled-Data Control for Stabilization of Memristive Neural Networks With Actuator Saturation: A Dynamic Partitioning Method

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2021.3108805 ◽

2021 ◽

pp. 1-13

Author(s):

Zhilian Yan ◽

Xia Huang ◽

Jinling Liang

Keyword(s):

Neural Networks ◽

Actuator Saturation ◽

Sampled Data ◽

Memristive Neural Networks ◽

Dynamic Partitioning ◽

Data Control ◽

Sampled Data Control

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Fuzzy Adaptive Event-Triggered Sampled-Data Control for Stabilization of T-S Fuzzy Memristive Neural Networks With Reaction-Diffusion Terms

IEEE Transactions on Fuzzy Systems ◽

10.1109/tfuzz.2020.2985334 ◽

2020 ◽

pp. 1-1

Author(s):

Ruimei Zhang ◽

Deqiang Zeng ◽

Ju H. Park ◽

Hak-Keung Lam ◽

Shouming Zhong

Keyword(s):

Neural Networks ◽

Reaction Diffusion ◽

Sampled Data ◽

Memristive Neural Networks ◽

Data Control ◽

Sampled Data Control ◽

Event Triggered ◽

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A Switched Operation Approach to Sampled-Data Control Stabilization of Fuzzy Memristive Neural Networks With Time-Varying Delay

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2019.2910574 ◽

2020 ◽

Vol 31 (3) ◽

pp. 891-900 ◽

Author(s):

Xin Wang ◽

Ju H. Park ◽

Shouming Zhong ◽

Huilan Yang

Keyword(s):

Neural Networks ◽

Time Varying ◽

Sampled Data ◽

Memristive Neural Networks ◽

Time Varying Delay ◽

Data Control ◽

Sampled Data Control ◽

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Synchronization of master-slave neural networks with sampled-data control and actuator saturation

2017 11th Asian Control Conference (ASCC) ◽

10.1109/ascc.2017.8287582 ◽

2017 ◽

Author(s):

Liuwen Li ◽

Wenlin Zou ◽

Shumin Fei

Keyword(s):

Neural Networks ◽

Actuator Saturation ◽

Sampled Data ◽

Data Control ◽

Sampled Data Control

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Synchronization of delayed Markovian jump memristive neural networks with reaction–diffusion terms via sampled data control

International Journal of Machine Learning and Cybernetics ◽

10.1007/s13042-015-0423-9 ◽

2015 ◽

Vol 7 (1) ◽

pp. 157-169 ◽

Author(s):

Ruoxia Li ◽

Hongzhi Wei

Keyword(s):

Neural Networks ◽

Reaction Diffusion ◽

Sampled Data ◽

Memristive Neural Networks ◽

Markovian Jump ◽

Data Control ◽

Sampled Data Control

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Stabilizability of complex complex-valued memristive neural networks using non-fragile sampled-data control

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2021.01.017 ◽

2021 ◽

Author(s):

Ruimei Zhang ◽

Deqiang Zeng ◽

Ju H. Park ◽

Kaibo Shi ◽

Yajuan Liu

Keyword(s):

Neural Networks ◽

Sampled Data ◽

Memristive Neural Networks ◽

Data Control ◽

Sampled Data Control ◽

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Impulsive method to reliable sampled-data control for uncertain fractional-order memristive neural networks with stochastic sensor faults and its applications

Nonlinear Dynamics ◽

10.1007/s11071-020-05670-y ◽

2020 ◽

Vol 100 (3) ◽

pp. 2595-2608

Author(s):

Kui Ding ◽

Quanxin Zhu

Keyword(s):

Neural Networks ◽

Fractional Order ◽

Sensor Faults ◽

Sampled Data ◽

Memristive Neural Networks ◽

Data Control ◽

Sampled Data Control

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Exponential Stabilization of Memristive Neural Networks via Saturating Sampled-Data Control

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2017.2711496 ◽

2017 ◽

Vol 47 (10) ◽

pp. 3027-3039 ◽

Author(s):

Sanbo Ding ◽

Zhanshan Wang ◽

Nannan Rong ◽

Huaguang Zhang

Keyword(s):

Neural Networks ◽

Exponential Stabilization ◽

Sampled Data ◽

Memristive Neural Networks ◽

Data Control ◽

Sampled Data Control

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Synchronization of a class of memristive neural networks with time delays via sampled-data control

International Journal of Machine Learning and Cybernetics ◽

10.1007/s13042-014-0271-z ◽

2014 ◽

Vol 6 (3) ◽

pp. 365-373 ◽

Author(s):

Huaiqin Wu ◽

Ruoxia Li ◽

Hongzhi Wei ◽

Xiaowei Zhang ◽

Rong Yao

Keyword(s):

Neural Networks ◽

Time Delays ◽

Sampled Data ◽

Memristive Neural Networks ◽

Data Control ◽

Sampled Data Control

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Impulsive Synchronization of Unbounded Delayed Inertial Neural Networks With Actuator Saturation and Sampled-Data Control and Its Application to Image Encryption

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2020.2984770 ◽

2020 ◽

pp. 1-14

Author(s):

Hongfei Li ◽

Chuandong Li ◽

Deqiang Ouyang ◽

Sing Kiong Nguang

Keyword(s):

Neural Networks ◽

Image Encryption ◽

Actuator Saturation ◽

Sampled Data ◽

Impulsive Synchronization ◽

Data Control ◽

Sampled Data Control ◽

Inertial Neural Networks

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