Name
Abstract | ||
|---|---|---|
This paper is concerned with the passivity problem for neural networks with leakage delay and time-varying transmission delay. Using some novel Lyapunov-Krasovskii (L-K) functionals, and combining with the Wirtinger integral inequality, some less conservative delay-dependent passivity conditions are proposed in terms of linear matrix inequalities (LMIs). Different from the existing approaches, the model transformation is abandoned in this paper, and the proposed L-K functionals incorporate the interconnected terms related to both the leakage delay and the time-varying delay. Numerical examples show that the obtained conditions are less conservative. |
Year | DOI | Venue |
|---|---|---|
2017 | 10.1016/j.neucom.2016.10.045 | Neurocomputing |
Keywords | Field | DocType |
Passivity analysis,Neural networks,Leakage delay,Time-varying delay | Passivity,Model transformation,Leakage (electronics),Pattern recognition,Simulation,Control theory,Matrix (mathematics),Transmission delay,Artificial intelligence,Artificial neural network,Mathematics | Journal |
Volume | Issue | ISSN |
224 | C | 0925-2312 |
Citations | PageRank | References |
9 | 0.46 | 22 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yonggang Chen | 1 | 267 | 20.44 |
| Zhumu Fu | 2 | 65 | 11.89 |
| Yurong Liu | 3 | 3419 | 162.92 |
| Fuad E. Alsaadi | 4 | 429 | 17.38 |