Searching and using of time intervals of brain activity in a problem of solving process by estimation of negentropy of EEG

Kirill Chagin; Alexander Savostyanov

doi:10.1109/SIBIRCON.2015.7361886

Searching and using of time intervals of brain activity in a problem of solving process by estimation of negentropy of EEG

Результат исследования: Публикации в книгах, отчётах, сборниках, трудах конференций › статья в сборнике материалов конференции › научная › рецензирование

Аннотация

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.

Язык оригинала	английский
Название основной публикации	Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015
Издатель	Institute of Electrical and Electronics Engineers Inc.
Страницы	217-220
Число страниц	4
ISBN (электронное издание)	9781467391115
DOI	https://doi.org/10.1109/SIBIRCON.2015.7361886
Состояние	Опубликовано - 21 дек 2015
Событие	International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015 - Novosibirsk, Российская Федерация Продолжительность: 28 окт 2015 → 30 окт 2015

Серия публикаций

Название	Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015

Конференция

Конференция	International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015
Страна	Российская Федерация
Город	Novosibirsk
Период	28.10.2015 → 30.10.2015

Доступ к документу

10.1109/SIBIRCON.2015.7361886

Link to publication in Scopus

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Цитировать

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. В Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015 (стр. 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

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

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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.",

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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. в 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., стр. 217-220, International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015, Novosibirsk, Российская Федерация, 28.10.2015. https://doi.org/10.1109/SIBIRCON.2015.7361886

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).

Результат исследования: Публикации в книгах, отчётах, сборниках, трудах конференций › статья в сборнике материалов конференции › научная › рецензирование

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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.

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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. В 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). https://doi.org/10.1109/SIBIRCON.2015.7361886