DocumentCode
3712481
Title
Qualitative evaluation method of IT-infrastructure functioning based on structural optimization of neural network
Author
Yaroslaw Dorogyy;Olena Doroga-Ivaniuk;Sergyi Telenik;Dmytro Halushko
Author_Institution
Department of Automation and Control in Technical Systems, National Technical University of Ukraine ?KPI?, Kyiv, Ukraine
fYear
2015
Firstpage
1
Lastpage
4
Abstract
For today the unit neural networks are widely used to solve various problems. In this regard the issue of developing learning algorithm that would be able to optimize the structure of neural networks dynamically is very important. The existence of such a method would allow the researcher to get the structure of the neural network that would be best-answered domain and available input data quickly.
Keywords
"Neurons","Biological neural networks","Training","Artificial neural networks","Classification algorithms","Algorithm design and analysis"
Publisher
ieee
Conference_Titel
Problems of Infocommunications Science and Technology (PIC S&T), 2015 Second International Scientific-Practical Conference
Type
conf
DOI
10.1109/INFOCOMMST.2015.7357252
Filename
7357252
Link To Document