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Uspekhi Fizicheskikh Nauk, 2012, Volume 182, Number 9, Pages 905–939
DOI: https://doi.org/10.3367/UFNr.0182.201209a.0905 (Mi ufn4164) 		 
This article is cited in 168 scientific papers (total in 169 papers)

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Wavelet analysis in neurodynamics

A. N. Pavlova, A. E. Hramovab, A. A. Koronovskiia, E. Yu. Sitnikovac, V. A Makarovd, A. A. Ovchinnikova

a N. G. Chernyshevsky Saratov State University
b Yu.A. Gagarin Saratov State Technical University
c Institute for Higher Nervous Activity and Neurophysiology, Russian Academy of Sciences, Moscow
d Universidad Complutense de Madrid, F.CC. Mathematicas
Full-text PDF (1658 kB) Citations (169)
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DOI: https://doi.org/10.3367/UFNr.0182.201209a.0905
Abstract: Results obtained using continuous and discrete wavelet transforms as applied to problems in neurodynamics are reviewed, with the emphasis on the potential of wavelet analysis for decoding signal information from neural systems and networks. The following areas of application are considered: (1) the microscopic dynamics of single cells and intracellular processes, (2) sensory data processing, (3) the group dynamics of neuronal ensembles, and (4) the macrodynamics of rhythmical brain activity (using multichannel EEG recordings). The detection and classification of various oscillatory patterns of brain electrical activity and the development of continuous wavelet-based brain activity monitoring systems are also discussed as possibilities.
Received: October 6, 2011
Revised: March 18, 2012
Accepted: March 20, 2012
English version:
Physics–Uspekhi, 2012, Volume 55, Issue 9, Pages 845–875
DOI: https://doi.org/10.3367/UFNe.0182.201209a.0905
Bibliographic databases:
Document Type: Article
PACS: 05.45.Tp, 05.45.Xt, 07.05.Mh, 87.19.L-, 95.75.Wx
Language: Russian
Citation: A. N. Pavlov, A. E. Hramov, A. A. Koronovskii, E. Yu. Sitnikova, V. A Makarov, A. A. Ovchinnikov, “Wavelet analysis in neurodynamics”, UFN, 182:9 (2012), 905–939; Phys. Usp., 55:9 (2012), 845–875
Citation in format AMSBIB
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    • This publication is cited in the following 169 articles:
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