Name
Title | ||
|---|---|---|
Finite-Time Passivity and Synchronization of Coupled Reaction-Diffusion Neural Networks With Multiple Weights. |
Abstract | ||
|---|---|---|
In this paper, two multiple weighted coupled reaction-diffusion neural networks (CRDNNs) with and without coupling delays are introduced. On the one hand, some finite-time passivity (FTP) concepts are proposed for the spatially and temporally system with different dimensions of output and input. By choosing appropriate Lyapunov functionals and controllers, several sufficient conditions are presented to ensure the FTP of these CRDNNs. On the other hand, the finite-time synchronization (FTS) problem is also discussed for the multiple weighted CRDNNs with and without coupling delays, respectively. Finally, two numeral examples with simulation results are provided to verify the effectiveness of the obtained FTP and FTS criteria. |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1109/TCYB.2018.2842437 | IEEE transactions on cybernetics |
Keywords | Field | DocType |
Synchronization,Complex networks,Couplings,Adaptation models,Neural networks,Delays,Switches | Passivity,File Transfer Protocol,Mathematical optimization,Synchronization,Coupling,Control theory,Complex network,Artificial neural network,Numeral system,Mathematics,Finite time | Journal |
Volume | Issue | ISSN |
49 | 9 | 2168-2275 |
Citations | PageRank | References |
10 | 0.43 | 30 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Jin-Liang Wang | 1 | 709 | 34.45 |
| Xiao-Xiao Zhang | 2 | 29 | 2.35 |
| Huai-Ning Wu | 3 | 2104 | 98.52 |
| Tingwen Huang | 4 | 5684 | 310.24 |
| Qing Wang | 5 | 345 | 76.64 |