Результаты исследований: Публикации в книгах, отчётах, сборниках, трудах конференций › статья в сборнике материалов конференции › научная › Рецензирование
Searching and using of time intervals of brain activity in a problem of solving process by estimation of negentropy of EEG. / Chagin, Kirill; Savostyanov, Alexander.
Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015. Institute of Electrical and Electronics Engineers Inc., 2015. стр. 217-220 7361886 (Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015).Результаты исследований: Публикации в книгах, отчётах, сборниках, трудах конференций › статья в сборнике материалов конференции › научная › Рецензирование
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TY - GEN
T1 - Searching and using of time intervals of brain activity in a problem of solving process by estimation of negentropy of EEG
AU - Chagin, Kirill
AU - Savostyanov, Alexander
PY - 2015/12/21
Y1 - 2015/12/21
N2 - 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.
AB - 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.
KW - effective intervals
KW - Electroencephalography (EEG)
KW - ERSP
KW - Independent Component Analysis (ICA)
KW - negentropy
UR - http://www.scopus.com/inward/record.url?scp=84969268518&partnerID=8YFLogxK
U2 - 10.1109/SIBIRCON.2015.7361886
DO - 10.1109/SIBIRCON.2015.7361886
M3 - Conference contribution
AN - SCOPUS:84969268518
T3 - Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015
SP - 217
EP - 220
BT - Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015
Y2 - 28 October 2015 through 30 October 2015
ER -
ID: 25349627