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Вейвлет-анализ в нейродинамике

 а,  б,  б,  в,  г,  д
а Международный институт нелинейной динамики, физический факультет, Саратовский государственный университет, Саратов, Российская Федерация
б Саратовский государственный университет им. Н.Г. Чернышевского, факультет нелинейных процессов, ул. Астраханская 83, Саратов, 410012, Российская Федерация
в Институт высшей нервной деятельности и нейрофизиологии РАН, ул. Бутлерова 5-а, Москва, 117485, Российская Федерация
г Universidad Complutense de Madrid, Ciudad Universitaria, Madrid, 28040, Spain
д Саратовский государственный университет имени Н.Г. Чернышевского, ул. Астраханская 83, Саратов, 410071, Российская Федерация

Представлен обзор результатов по применению непрерывного и дискретного вейвлет-преобразований в задачах нейродинамики. Основное внимание уделяется новым возможностям, которые предоставляет вейвлет-анализ в расшифровке информации, содержащейся в сигналах нейронных систем и сетей. Рассматривается применение вейвлетов для анализа 1)микроскопической динамики (уровень отдельных клеток или внутриклеточных процессов), 2) обработки сенсорной информации, 3) динамики групповой активности в нейронных ансамблях, 4) макродинамики ритмической активности головного мозга (по данным многоканальных электроэнцефалограмм). Обсуждается возможность выделения и классификации различных осцилляторных паттернов электрической активности головного мозга, а также создания систем мониторинга активности головного мозга с использованием методов, основанных на непрерывном вейвлет-анализе.

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English fulltext is available at DOI: 10.3367/UFNe.0182.201209a.0905
PACS: 05.45.Tp, 05.45.Xt, 07.05.Mh, 87.19.L−, 95.75.Wx (все)
DOI: 10.3367/UFNr.0182.201209a.0905
URL: https://ufn.ru/ru/articles/2012/9/a/
000312382200001
2-s2.0-84872111741
Цитата: Павлов А Н, Храмов А Е, Короновский А А, Ситникова Е Ю, Макаров В А, Овчинников А А "Вейвлет-анализ в нейродинамике" УФН 182 905–939 (2012)
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Поступила: 6 октября 2011, доработана: 18 марта 2012, 20 марта 2012

English citation: Pavlov A N, Hramov A E, Koronovskii A A, Sitnikova E Yu, Makarov V A, Ovchinnikov A A “Wavelet analysis in neurodynamics” Phys. Usp. 55 845–875 (2012); DOI: 10.3367/UFNe.0182.201209a.0905

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