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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. p. 217-220 7361886 (Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Harvard

Chagin, K & Savostyanov, A 2015, Searching and using of time intervals of brain activity in a problem of solving process by estimation of negentropy of EEG. in Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015., 7361886, Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015, Institute of Electrical and Electronics Engineers Inc., pp. 217-220, International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015, Novosibirsk, Russian Federation, 28.10.2015. https://doi.org/10.1109/SIBIRCON.2015.7361886

APA

Chagin, K., & Savostyanov, A. (2015). Searching and using of time intervals of brain activity in a problem of solving process by estimation of negentropy of EEG. In Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015 (pp. 217-220). [7361886] (Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIBIRCON.2015.7361886

Vancouver

Chagin K, Savostyanov A. Searching and using of time intervals of brain activity in a problem of solving process by estimation of negentropy of EEG. In Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015. Institute of Electrical and Electronics Engineers Inc. 2015. p. 217-220. 7361886. (Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015). doi: 10.1109/SIBIRCON.2015.7361886

Author

Chagin, Kirill ; Savostyanov, Alexander. / Searching and using of time intervals of brain activity in a problem of solving process by estimation of negentropy of EEG. Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 217-220 (Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015).

BibTeX

@inproceedings{b9928eabdbd74963af7553df5481456b,
title = "Searching and using of time intervals of brain activity in a problem of solving process by estimation of negentropy of EEG",
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 = "effective intervals, Electroencephalography (EEG), ERSP, Independent Component Analysis (ICA), negentropy",
author = "Kirill Chagin and Alexander Savostyanov",
year = "2015",
month = dec,
day = "21",
doi = "10.1109/SIBIRCON.2015.7361886",
language = "English",
series = "Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "217--220",
booktitle = "Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015",
address = "United States",
note = "International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015 ; Conference date: 28-10-2015 Through 30-10-2015",

}

RIS

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