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Fixed-time pinning-controlled synchronization for coupled delayed neural networks with discontinuous activations.
- Source :
-
Neural Networks . Aug2019, Vol. 116, p139-149. 11p. - Publication Year :
- 2019
-
Abstract
- This paper deals with the fixed-time synchronization problem of coupled delayed neural networks with discontinuous activations. Based on pinning control, a discontinuous controller is firstly proposed to guarantee that coupled neural networks achieve synchronization with a desired trajectory in finite time. Then, a discontinuous fixed-time controller is designed. With the fixed-time controller, the settling time can be estimated regardless of initial conditions. By providing a topology-dependent Lyapunov function, some criteria of finite-/fixed-time synchronization are derived. Finally, two numerical examples are given to show the effectiveness of the proposed controllers. [ABSTRACT FROM AUTHOR]
- Subjects :
- *ARTIFICIAL neural networks
*SYNCHRONIZATION
*LYAPUNOV functions
*FEMORAL epiphysis
Subjects
Details
- Language :
- English
- ISSN :
- 08936080
- Volume :
- 116
- Database :
- Academic Search Index
- Journal :
- Neural Networks
- Publication Type :
- Academic Journal
- Accession number :
- 136984428
- Full Text :
- https://doi.org/10.1016/j.neunet.2019.04.010