- Tytuł:
- The use of artificial neural networks in supporting the annual training in 400 meter hurdles
- Autorzy:
-
Iskra, Janusz
Przednowek, Krzysztof
Wiktorowicz, Krzysztof
Krzeszowski, Tomasz - Powiązania:
- https://bibliotekanauki.pl/articles/1054811.pdf
- Data publikacji:
- 2017
- Wydawca:
- Uniwersytet Szczeciński. Wydawnictwo Naukowe Uniwersytetu Szczecińskiego
- Tematy:
-
400 meter hurdles
artificial neural networks
planning training loads - Opis:
- This paper presents an evaluation of the annual cycle for 400 m hurdles using artificial neural networks. The analysis included 21 Polish national team hurdlers. In planning the annual cycle, 27 variables were used, where 5 variables describe the competitor and 22 variables represent the training loads. In the presented solution, the task of generating training loads for the assumed result were considered. The neural models were evaluated by cross-validation method. The smallest error was obtained for the radial basis function network with nine neurons in the hidden layer. The performed analysis shows that at each phase of training the structure of training loads is different.
- Źródło:
-
Central European Journal of Sport Sciences and Medicine; 2017, 17, 1; 15-24
2300-9705
2353-2807 - Pojawia się w:
- Central European Journal of Sport Sciences and Medicine
- Dostawca treści:
- Biblioteka Nauki
Artykuł