- Tytuł:
- Synchronization analysis of inertial memristive neural networks with time-varying delays
- Autorzy:
-
Wei, R.
Cao, J. - Powiązania:
- https://bibliotekanauki.pl/articles/91767.pdf
- Data publikacji:
- 2018
- Wydawca:
- Społeczna Akademia Nauk w Łodzi. Polskie Towarzystwo Sieci Neuronowych
- Tematy:
-
inertial
memristive
neural network
synchronization - Opis:
- This paper investigates the global exponential synchronization and quasi-synchronization of inertial memristive neural networks with time-varying delays. By using a variable transmission, the original second-order system can be transformed into first-order differential system. Then, two types of drive-response systems of inertial memristive neural networks are studied, one is the system with parameter mismatch, the other is the system with matched parameters. By constructing Lyapunov functional and designing feedback controllers, several sufficient conditions are derived respectively for the synchronization of these two types of drive-response systems. Finally, corresponding simulation results are given to show the effectiveness of the proposed method derived in this paper.
- Źródło:
-
Journal of Artificial Intelligence and Soft Computing Research; 2018, 8, 4; 269-282
2083-2567
2449-6499 - Pojawia się w:
- Journal of Artificial Intelligence and Soft Computing Research
- Dostawca treści:
- Biblioteka Nauki