Fixed-time synchronization for delayed inertial complex-valued neural networks

Applied Mathematics and Computation ◽

10.1016/j.amc.2021.126272 ◽

2021 ◽

Vol 405 ◽

pp. 126272

Author(s):

Changqing Long ◽

Guodong Zhang ◽

Junhao Hu

Keyword(s):

Neural Networks ◽

Time Synchronization ◽

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Fixed-time synchronization of inertial complex-valued neural networks with time delays

Nonlinear Dynamics ◽

10.1007/s11071-021-06677-9 ◽

2021 ◽

Author(s):

Runan Guo ◽

Junwei Lu ◽

Yongmin Li ◽

Wenshun Lv

Keyword(s):

Neural Networks ◽

Time Delays ◽

Time Synchronization ◽

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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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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 Synchronization of Complex-Valued Inertial Neural Networks via Nonreduced-Order Method

IEEE Systems Journal ◽

10.1109/jsyst.2021.3117342 ◽

2021 ◽

pp. 1-9

Author(s):

Runan Guo ◽

Shengyuan Xu ◽

Qian Ma ◽

Zhengqiang Zhang

Keyword(s):

Neural Networks ◽

Time Synchronization ◽

Order Method ◽

Inertial 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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Fixed-time synchronization for complex-valued BAM neural networks with time-varying delays via pinning control and adaptive pinning control

Chaos Solitons & Fractals ◽

10.1016/j.chaos.2021.111583 ◽

2021 ◽

Vol 153 ◽

pp. 111583

Author(s):

Shuzhan Wang ◽

Ziye Zhang ◽

Chong Lin ◽

Jian Chen

Keyword(s):

Neural Networks ◽

Time Synchronization ◽

Pinning Control ◽

Time Varying ◽

Bam Neural Networks ◽

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Robust fixed-time synchronization for uncertain complex-valued neural networks with discontinuous activation functions

Neural Networks ◽

10.1016/j.neunet.2017.03.006 ◽

2017 ◽

Vol 90 ◽

pp. 42-55 ◽

Author(s):

Xiaoshuai Ding ◽

Jinde Cao ◽

Ahmed Alsaedi ◽

Fuad E. Alsaadi ◽

Tasawar Hayat

Keyword(s):

Neural Networks ◽

Time Synchronization ◽

Activation Functions ◽

Discontinuous Activation ◽

Discontinuous Activation Functions ◽

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Fixed-Time Synchronization Analysis for Complex-Valued Neural Networks via a New Fixed-Time Stability Theorem

IEEE Access ◽

10.1109/access.2020.3025373 ◽

2020 ◽

Vol 8 ◽

pp. 172799-172807

Author(s):

Ling Mi ◽

Chuan Chen ◽

Baolin Qiu ◽

Lijuan Xu ◽

Lei Zhang

Keyword(s):

Neural Networks ◽

Time Synchronization ◽

Stability Theorem ◽

Time Stability ◽

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Fixed-time Synchronization of Coupled Memristive Complex-valued Neural Networks

Chaos Solitons & Fractals ◽

10.1016/j.chaos.2021.110993 ◽

2021 ◽

Vol 148 ◽

pp. 110993

Author(s):

Liang Feng ◽

Cheng Hu ◽

Juan Yu ◽

Haijun Jiang ◽

Shiping Wen

Keyword(s):

Neural Networks ◽

Time Synchronization ◽

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Finite/fixed-time synchronization for Markovian complex-valued memristive neural networks with reaction–diffusion terms and its application

Neurocomputing ◽

10.1016/j.neucom.2020.07.024 ◽

2020 ◽

Vol 414 ◽

pp. 131-142

Author(s):

Xiaona Song ◽

Jingtao Man ◽

Shuai Song ◽

Yijun Zhang ◽

Zhaoke Ning

Keyword(s):

Neural Networks ◽

Time Synchronization ◽

Reaction Diffusion ◽

Memristive Neural Networks ◽

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