DocumentCode
3715706
Title
Searching and using of time intervals of brain activity in a problem of solving process by estimation of negentropy of EEG
Author
Kirill Chagin;Alexander Savostyanov
Author_Institution
Department of Information Technology National Research Novosibirsk State University Novosibirsk, Russia
fYear
2015
Firstpage
217
Lastpage
220
Abstract
In the analysis of a brain activity it is actual to find time intervals that represents only brain activity. We have developed a new software instrument that helps to search and visualize such intervals. The base assumption of this work is that distribution of the amplitude of signal that represents brain activity is significantly different from a Gaussian distribution. So we use negentropy as an indicator of intervals of brain dynamics. As a result, the developed instrument helps to analyze EEG information visually and make further mathematical calculations with the results.
Keywords
"Electroencephalography","Brain","Algorithm design and analysis","Data visualization","Time-frequency analysis","Visualization","Gaussian distribution"
Publisher
ieee
Conference_Titel
Biomedical Engineering and Computational Technologies (SIBIRCON), 2015 International Conference on
Print_ISBN
978-1-4673-9109-2
Type
conf
DOI
10.1109/SIBIRCON.2015.7361886
Filename
7361886
Link To Document