- Tytuł:
- Multi-layered Bayesian Neural Networks for Simulation and Prediction Stress-Strain Time Series
- Autorzy:
- Krok, A.
- Powiązania:
- https://bibliotekanauki.pl/articles/308596.pdf
- Data publikacji:
- 2015
- Wydawca:
- Instytut Łączności - Państwowy Instytut Badawczy
- Tematy:
-
Bayesian neural networks
Kalman filtering - Opis:
- The aim of the paper is to investigate the differences as far as the numerical accuracy is concerned between feedforward layered Artificial Neural Networks (ANN) learned by means of Kalman filtering (KF) and ANN learned by means of the evidence procedure for Bayesian technique. The stress-strain experimental time series for concrete hysteresis loops obtained by the experiment of cyclic loading is presented as considered example.
- Źródło:
-
Journal of Telecommunications and Information Technology; 2015, 3; 45-51
1509-4553
1899-8852 - Pojawia się w:
- Journal of Telecommunications and Information Technology
- Dostawca treści:
- Biblioteka Nauki
Artykuł