- Tytuł:
- Analysis of the resume learning process for spiking neural networks
- Autorzy:
- Ponulak, F.
- Powiązania:
- https://bibliotekanauki.pl/articles/907949.pdf
- Data publikacji:
- 2008
- Wydawca:
- Uniwersytet Zielonogórski. Oficyna Wydawnicza
- Tematy:
-
uczenie nadzorowane
sieć neuronowa
analiza parametryczna
supervised learning
spiking neural networks
parametric analysis
learning window - Opis:
- In this paper we perform an analysis of the learning process with the ReSuMe method and spiking neural networks (Ponulak, 2005; Ponulak, 2006b). We investigate how the particular parameters of the learning algorithm affect the process of learning. We consider the issue of speeding up the adaptation process, while maintaining the stability of the optimal solution. This is an important issue in many real-life tasks where the neural networks are applied and where the fast learning convergence is highly desirable.
- Źródło:
-
International Journal of Applied Mathematics and Computer Science; 2008, 18, 2; 117-127
1641-876X
2083-8492 - Pojawia się w:
- International Journal of Applied Mathematics and Computer Science
- Dostawca treści:
- Biblioteka Nauki
Artykuł