Name
Title | ||
|---|---|---|
Generalized pinning synchronization of delayed Cohen-Grossberg neural networks with discontinuous activations. |
Abstract | ||
|---|---|---|
In this article, generalized pinning synchronization problem is investigated for a class of Cohen–Grossberg neural networks with discontinuous neuron activations and mixed delays. By designing generalized pinning state-feedback and adaptive controllers, several criteria for global exponential synchronization and global asymptotical synchronization of the drive–response based system are obtained in view of non-smooth analysis theory with generalized Lyapunov functional method, in which first pinning the neurons with very small self-inhibition and small amplification functions is pointed out. Some numerical examples are given to illustrate the feasibility of the obtained results. |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1016/j.neunet.2018.04.006 | Neural Networks |
Keywords | Field | DocType |
Generalized pinning state-feedback control,Generalized pinning adaptive control,Global exponential synchronization,Global asymptotical synchronization,Discontinuous neuron activation,Cohen–Grossberg neural networks | Topology,Mathematical optimization,Synchronization,Exponential synchronization,Artificial neural network,Lyapunov functional,Mathematics | Journal |
Volume | Issue | ISSN |
104 | 1 | 0893-6080 |
Citations | PageRank | References |
4 | 0.39 | 32 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Dongshu Wang | 1 | 79 | 10.17 |
| Lihong Huang | 2 | 939 | 82.68 |
| Longkun Tang | 3 | 9 | 1.46 |
| Jinsen Zhuang | 4 | 9 | 1.12 |