| Autor: |
Weisong Zhou, Kaihe Wang, Wei Zhu |
| Jazyk: |
angličtina |
| Rok vydání: |
2024 |
| Předmět: |
|
| Zdroj: |
Mathematical Modelling and Control, Vol 4, Iss 1, Pp 17-31 (2024) |
| Druh dokumentu: |
article |
| ISSN: |
2767-8946 |
| DOI: |
10.3934/mmc.2024003?viewType=HTML |
| Popis: |
This paper discussed the synchronization of impulsive fuzzy neural networks (FNNs) with uncertainty of information exchange. Since the data of neural networks (NNs) cannot be completely measured in reality, we designed an observer-based impulsive controller on the basis of the partial measurement results and achieved the purpose of reducing the communication load and the controller load of FNNs. In terms of the Lyapunov stability theory, an impulsive augmented error system (IAES) was established and two sufficient criteria to guarantee the synchronization of our FNNs system were obtained. Finally, we demonstrated the validity of the results by a numerical example. |
| Databáze: |
Directory of Open Access Journals |
| Externí odkaz: |
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