Synchronization of Interconnected Discontinuous Neural Networks With Nonlinear Coupling Functions

IEEE Access ◽

10.1109/access.2018.2877141 ◽

2019 ◽

Vol 7 ◽

pp. 25804-25814 ◽

Author(s):

Zengyun Wang ◽

Xinzhi Liu

Keyword(s):

Neural Networks ◽

Nonlinear Coupling ◽

Discontinuous Neural Networks

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Finite-Time and Fixed-Time Stabilization of Discontinuous Neural Networks With Nonlinear Coupling via Switching Approach

IEEE Access ◽

10.1109/access.2020.3025458 ◽

2020 ◽

Vol 8 ◽

pp. 184231-184241

Author(s):

Chao Yang ◽

Yicheng Liu ◽

Lihong Huang

Keyword(s):

Neural Networks ◽

Finite Time ◽

Nonlinear Coupling ◽

Discontinuous Neural Networks

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Improved fixed‐time stability results and application to synchronization of discontinuous neural networks with state‐dependent switching

International Journal of Robust and Nonlinear Control ◽

10.1002/rnc.5566 ◽

2021 ◽

Author(s):

Abdujelil Abdurahman ◽

Haijun Jiang ◽

Cheng Hu

Keyword(s):

Neural Networks ◽

Time Stability ◽

State Dependent ◽

Discontinuous Neural Networks ◽

Stability Results

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State estimation of discontinuous neural networks with time-varying delay

2016 31st Youth Academic Annual Conference of Chinese Association of Automation (YAC) ◽

10.1109/yac.2016.7804944 ◽

2016 ◽

Author(s):

Meng Li ◽

Jian Xiao ◽

Peng Wang

Keyword(s):

Neural Networks ◽

State Estimation ◽

Time Varying ◽

Time Varying Delay ◽

Discontinuous Neural Networks ◽

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Global exponential synchronization of multiple coupled inertial memristive neural networks with time-varying delay via nonlinear coupling

Neural Networks ◽

10.1016/j.neunet.2018.08.020 ◽

2018 ◽

Vol 108 ◽

pp. 260-271 ◽

Author(s):

Zhenyuan Guo ◽

Shuqing Gong ◽

Shaofu Yang ◽

Tingwen Huang

Keyword(s):

Neural Networks ◽

Exponential Synchronization ◽

Time Varying ◽

Nonlinear Coupling ◽

Memristive Neural Networks ◽

Time Varying Delay ◽

Global Exponential Synchronization ◽

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Nonseparation Method-Based Finite/Fixed-Time Synchronization of Fully Complex-Valued Discontinuous Neural Networks

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2020.2980684 ◽

2020 ◽

pp. 1-12 ◽

Author(s):

Liang Feng ◽

Juan Yu ◽

Cheng Hu ◽

Chengdong Yang ◽

Haijun Jiang

Keyword(s):

Neural Networks ◽

Time Synchronization ◽

Discontinuous Neural Networks ◽

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Stability analysis of fractional order memristive discontinuous neural networks with partial state control

Physica A Statistical Mechanics and its Applications ◽

10.1016/j.physa.2019.121756 ◽

2019 ◽

Vol 531 ◽

pp. 121756 ◽

Author(s):

Lingzhong Zhang

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Fractional Order ◽

State Control ◽

Discontinuous Neural Networks ◽

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A Unified Framework Design for Finite-Time and Fixed-Time Synchronization of Discontinuous Neural Networks

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2019.2957398 ◽

2020 ◽

pp. 1-13

Author(s):

Jian Xiao ◽

Zhigang Zeng ◽

Shiping Wen ◽

Ailong Wu ◽

Leimin Wang

Keyword(s):

Neural Networks ◽

Finite Time ◽

Time Synchronization ◽

Unified Framework ◽

Framework Design ◽

Discontinuous Neural Networks

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Fixed-time stability of dynamical systems and fixed-time synchronization of coupled discontinuous neural networks

Neural Networks ◽

10.1016/j.neunet.2017.02.001 ◽

2017 ◽

Vol 89 ◽

pp. 74-83 ◽

Author(s):

Cheng Hu ◽

Juan Yu ◽

Zhanheng Chen ◽

Haijun Jiang ◽

Tingwen Huang

Keyword(s):

Neural Networks ◽

Dynamical Systems ◽

Time Synchronization ◽

Time Stability ◽

Stability Of Dynamical Systems ◽

Discontinuous Neural Networks

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Stochastic synchronization in an array of neural networks with hybrid nonlinear coupling

Neurocomputing ◽

10.1016/j.neucom.2011.07.004 ◽

2011 ◽

Vol 74 (18) ◽

pp. 3808-3815 ◽

Author(s):

Jian Feng ◽

Shenquan Wang ◽

Zhanshan Wang

Keyword(s):

Neural Networks ◽

Nonlinear Coupling ◽

Stochastic Synchronization

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Synchronization control of discontinuous neural networks via approximation

2010 Chinese Control and Decision Conference ◽

10.1109/ccdc.2010.5498122 ◽

2010 ◽

Author(s):

Xiaoyang Liu ◽

Jinde Cao

Keyword(s):

Neural Networks ◽

Synchronization Control ◽

Discontinuous Neural Networks

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