Name
Title | ||
|---|---|---|
Pinning Synchronization of Coupled Memristive Recurrent Neural Networks with Mixed Time-Varying Delays and Perturbations |
Abstract | ||
|---|---|---|
In this paper, the pinning synchronization of coupled memristive recurrent neural networks (MNNs) with mixed time-varying delays and perturbations is investigated. Precisely, the considered coupled MNNs include the non-delay, discrete time-varying delays, distributed time delays, impulsive perturbations and stochastic perturbations. Comparing with the existing results, the new and simple feedback controller and adaptive feedback controller are designed to achieve exponential synchronization with pinning schemes. Based on the suitable Lyapunov functional and the definition of pinning control, with the aid of inequality techniques and differential inclusions theory, some effective and novel sufficient conditions are obtained to guarantee the synchronization of our proposed model. Finally, numerical examples are given to illustrate the effectiveness and reasonable of our theoretical results. |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1007/s11063-018-9811-y | Neural Processing Letters |
Keywords | Field | DocType |
Memristive recurrent neural networks,Pinning control,Mixed time-varying delays,Impulsive perturbations,Stochastic perturbations | Differential inclusion,Synchronization,Pattern recognition,Feedback controller,Control theory,Recurrent neural network,Exponential synchronization,Artificial intelligence,Lyapunov functional,Perturbation (astronomy),Mathematics | Journal |
Volume | Issue | ISSN |
49 | 1 | 1573-773X |
Citations | PageRank | References |
0 | 0.34 | 38 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Manman Yuan | 1 | 13 | 3.55 |
| Xiong Luo | 2 | 96 | 17.06 |
| Wang Weiping | 3 | 335 | 63.84 |
| Lixiang Li | 4 | 533 | 46.82 |
| Haipeng Peng | 5 | 466 | 37.86 |