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
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"
Conference_Titel :
Biomedical Engineering and Computational Technologies (SIBIRCON), 2015 International Conference on
Print_ISBN :
978-1-4673-9109-2
DOI :
10.1109/SIBIRCON.2015.7361886