Complete and finite-time synchronization of fractional-order fuzzy neural networks via nonlinear feedback control

2021 ◽  
Author(s):  
Hong-Li Li ◽  
Cheng Hu ◽  
Long Zhang ◽  
Haijun Jiang ◽  
Jinde Cao
Keyword(s):  
Neural Networks ◽  
Feedback Control ◽  
Fractional Order ◽  
Finite Time ◽  
Time Synchronization ◽  
Fuzzy Neural Networks ◽  
Nonlinear Feedback Control ◽  
Nonlinear Feedback ◽  
Fuzzy Neural

scholarly journals Synchronization in pth Moment for Stochastic Chaotic Neural Networks with Finite-Time Control

Complexity ◽  
2019 ◽  
Vol 2019 ◽  
pp. 1-8 ◽  
Author(s):  
Yuhua Xu ◽  
Jinmeng Wang ◽  
Wuneng Zhou ◽  
Xin Wang
Keyword(s):  
Neural Networks ◽  
Feedback Control ◽  
Finite Time ◽  
Time Synchronization ◽  
Nonlinear Feedback Control ◽  
Nonlinear Feedback ◽  
Chaotic Neural Networks ◽  
Practical Applications ◽  
Time Control ◽  
Mean Square Stability

Finite-time synchronization in pth moment is considered for time varying stochastic chaotic neural networks. Compared with some existing results about finite-time mean square stability of stochastic neural network, we obtain some useful criteria of finite-time synchronization in pth moment for chaotic neural networks based on finite-time nonlinear feedback control and finite-time adaptive feedback control, which are efficient and easy to implement in practical applications. Finally, a numerical example is given to illustrate the validity of the derived synchronization conditions.

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