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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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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An Improved Finite-Time and Fixed-Time Stable Synchronization of Coupled Discontinuous Neural Networks

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2021.3116320 ◽

2021 ◽

pp. 1-11

Author(s):

Qizhen Xiao ◽

Hongliang Liu ◽

Yinkun Wang

Keyword(s):

Neural Networks ◽

Finite Time ◽

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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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 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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Controller design for finite-time and fixed-time stabilization of fractional-order memristive complex-valued BAM neural networks with uncertain parameters and time-varying delays

Neural Networks ◽

10.1016/j.neunet.2020.06.021 ◽

2020 ◽

Vol 130 ◽

pp. 60-74 ◽

Author(s):

Emel Arslan ◽

G. Narayanan ◽

M. Syed Ali ◽

Sabri Arik ◽

Sumit Saroha

Keyword(s):

Neural Networks ◽

Fractional Order ◽

Finite Time ◽

Controller Design ◽

Uncertain Parameters ◽

Time Varying ◽

Bam Neural Networks ◽

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Finite-time robust synchronization for discontinuous neural networks with mixed-delays and uncertain external perturbations

Neurocomputing ◽

10.1016/j.neucom.2017.11.025 ◽

2018 ◽

Vol 275 ◽

pp. 2624-2634 ◽

Author(s):

Zuowei Cai ◽

Xianmin Pan ◽

Lihong Huang ◽

Jianhua Huang

Keyword(s):

Neural Networks ◽

Finite Time ◽

Mixed Delays ◽

External Perturbations ◽

Robust Synchronization ◽

Discontinuous Neural Networks

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Finite‐time and fixed‐time sliding mode control for discontinuous nonidentical recurrent neural networks with time‐varying delays

International Journal of Robust and Nonlinear Control ◽

10.1002/rnc.5875 ◽

2021 ◽

Author(s):

Chaouki Aouiti ◽

Mayssa Bessifi

Keyword(s):

Neural Networks ◽

Sliding Mode Control ◽

Recurrent Neural Networks ◽

Finite Time ◽

Sliding Mode ◽

Time Varying ◽

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