- Tytuł:
- The UD RLS Algorithm for Training Feedforward Neural Networks
- Autorzy:
- Bilski, J.
- Powiązania:
- https://bibliotekanauki.pl/articles/908480.pdf
- Data publikacji:
- 2005
- Wydawca:
- Uniwersytet Zielonogórski. Oficyna Wydawnicza
- Tematy:
-
sieć neuronowa
algorytm uczenia
metoda najmniejszych kwadratów
neural networks
learning algorithms
recursive least squares method
UD factorization - Opis:
- A new algorithm for training feedforward multilayer neural networks is proposed. It is based on recursive least squares procedures and U-D factorization, which is a well-known technique in filter theory. It will be shown that due to the U-D factorization method, our algorithm requires fewer computations than the classical RLS applied to feedforward multilayer neural network training.
- Źródło:
-
International Journal of Applied Mathematics and Computer Science; 2005, 15, 1; 115-123
1641-876X
2083-8492 - Pojawia się w:
- International Journal of Applied Mathematics and Computer Science
- Dostawca treści:
- Biblioteka Nauki
Artykuł