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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Finite-Time and Fixed-Time Synchronization of Complex-Valued Recurrent Neural Networks with Discontinuous Activations and Time-Varying Delays

Circuits Systems and Signal Processing ◽

10.1007/s00034-020-01428-4 ◽

2020 ◽

Vol 39 (11) ◽

pp. 5406-5428 ◽

Author(s):

Chaouki Aouiti ◽

Mayssa Bessifi ◽

Xiaodi Li

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Finite Time ◽

Time Synchronization ◽

Time Varying ◽

Discontinuous Activations ◽

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Finite-time and fixed-time synchronization of discontinuous complex networks: A unified control framework design

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2018.04.026 ◽

2018 ◽

Vol 355 (11) ◽

pp. 4665-4685 ◽

Author(s):

Gaojian Ji ◽

Cheng Hu ◽

Juan Yu ◽

Haijun Jiang

Keyword(s):

Complex Networks ◽

Finite Time ◽

Time Synchronization ◽

Framework Design ◽

Control Framework

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Finite-time and fixed-time synchronization analysis of fuzzy Cohen–Grossberg neural networks with discontinuous activations and parameter uncertainties

European Journal of Control ◽

10.1016/j.ejcon.2020.03.003 ◽

2020 ◽

Vol 56 ◽

pp. 179-190

Author(s):

Fanchao Kong ◽

Quanxin Zhu ◽

Rathinasamy Sakthivel

Keyword(s):

Neural Networks ◽

Finite Time ◽

Time Synchronization ◽

Parameter Uncertainties ◽

Discontinuous Activations

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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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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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A Unified Framework for Finite-Time and Fixed-Time Stabilization of Neural Networks with General Activations and External Disturbances

Circuits Systems and Signal Processing ◽

10.1007/s00034-018-0907-4 ◽

2018 ◽

Vol 38 (3) ◽

pp. 1005-1022 ◽

Author(s):

Nan Jiang ◽

Xiaoyang Liu ◽

Jinde Cao

Keyword(s):

Neural Networks ◽

Finite Time ◽

Unified Framework ◽

External Disturbances

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Finite-time and fixed-time synchronization analysis of inertial memristive neural networks with time-varying delays

Cognitive Neurodynamics ◽

10.1007/s11571-017-9455-z ◽

2017 ◽

Vol 12 (1) ◽

pp. 121-134 ◽

Author(s):

Ruoyu Wei ◽

Jinde Cao ◽

Ahmed Alsaedi

Keyword(s):

Neural Networks ◽

Finite Time ◽

Time Synchronization ◽

Time Varying ◽

Memristive Neural Networks

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Finite-time synchronization of coupled discontinuous neural networks with mixed delays and nonidentical perturbations

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2015.07.001 ◽

2015 ◽

Vol 352 (10) ◽

pp. 4382-4406 ◽

Author(s):

Xinsong Yang ◽

Qiang Song ◽

Jinling Liang ◽

Bin He

Keyword(s):

Neural Networks ◽

Finite Time ◽

Time Synchronization ◽

Mixed Delays ◽

Discontinuous Neural Networks

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Sliding mode control for finite-time and fixed-time synchronization of delayed complex-valued recurrent neural networks with discontinuous activation functions and nonidentical parameters

European Journal of Control ◽

10.1016/j.ejcon.2021.01.006 ◽

2021 ◽

Author(s):

Chaouki Aouiti ◽

Mayssa Bessifi

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Finite Time ◽

Time Synchronization ◽

Sliding Mode ◽

Activation Functions ◽

Discontinuous Activation ◽

Discontinuous Activation Functions ◽

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The Optimization of Control Parameters: Finite-time and Fixed-time Synchronization of Inertial Memristive Neural Networks with Proportional Delays and Switching Jumps Mismatch

International Journal of Control Automation and Systems ◽

10.1007/s12555-020-0425-6 ◽

2021 ◽

Author(s):

Qi Chang ◽

Yongqing Yang ◽

Li Li ◽

Fei Wang

Keyword(s):

Neural Networks ◽

Finite Time ◽

Time Synchronization ◽

Control Parameters ◽

Memristive Neural Networks ◽

Proportional Delays ◽

Switching Jumps Mismatch

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