- Tytuł:
- Anti-periodic solutions for Clifford-valued high-order Hopfield neural networks with state-dependent and leakage delays
- Autorzy:
-
Huo, Nina
Li, Bing
Li, Yongkun - Powiązania:
- https://bibliotekanauki.pl/articles/330171.pdf
- Data publikacji:
- 2020
- Wydawca:
- Uniwersytet Zielonogórski. Oficyna Wydawnicza
- Tematy:
-
Hopfield neural network
anti-periodic solution
coincidence degree
time-varying delay
sieć neuronowa Hopfielda
stopień koincydencji
opóźnienie czasowo zależne - Opis:
- A class of Clifford-valued high-order Hopfield neural networks (HHNNs) with state-dependent and leakage delays is considered. First, by using a continuation theorem of coincidence degree theory and the Wirtinger inequality, we obtain the existence of anti-periodic solutions of the networks considered. Then, by using the proof by contradiction, we obtain the global exponential stability of the anti-periodic solutions. Finally, two numerical examples are given to illustrate the feasibility of our results.
- Źródło:
-
International Journal of Applied Mathematics and Computer Science; 2020, 30, 1; 83-98
1641-876X
2083-8492 - Pojawia się w:
- International Journal of Applied Mathematics and Computer Science
- Dostawca treści:
- Biblioteka Nauki
Artykuł