Standard

Differentiation of brain waves patterns in different states by multifractal analysis. / Dmitrieva, L. A.; Kuperin, Yu A.; Smetanin, N. M.

Proceedings of the International Conference Days on Diffraction, DD 2018. ed. / A.Ya. Kazakov; A.P. Kiselev; L.I. Goray; O.V. Motygin. Institute of Electrical and Electronics Engineers Inc., 2018. p. 76-81 8552936 (Proceedings of the International Conference Days on Diffraction, DD 2018).

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

Harvard

Dmitrieva, LA, Kuperin, YA & Smetanin, NM 2018, Differentiation of brain waves patterns in different states by multifractal analysis. in AY Kazakov, AP Kiselev, LI Goray & OV Motygin (eds), Proceedings of the International Conference Days on Diffraction, DD 2018., 8552936, Proceedings of the International Conference Days on Diffraction, DD 2018, Institute of Electrical and Electronics Engineers Inc., pp. 76-81, 2018 International Conference Days on Diffraction, DD 2018, St. Petersburg, Russian Federation, 4/06/18. https://doi.org/10.1109/DD.2018.8552936

APA

Dmitrieva, L. A., Kuperin, Y. A., & Smetanin, N. M. (2018). Differentiation of brain waves patterns in different states by multifractal analysis. In A. Y. Kazakov, A. P. Kiselev, L. I. Goray, & O. V. Motygin (Eds.), Proceedings of the International Conference Days on Diffraction, DD 2018 (pp. 76-81). [8552936] (Proceedings of the International Conference Days on Diffraction, DD 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/DD.2018.8552936

Vancouver

Dmitrieva LA, Kuperin YA, Smetanin NM. Differentiation of brain waves patterns in different states by multifractal analysis. In Kazakov AY, Kiselev AP, Goray LI, Motygin OV, editors, Proceedings of the International Conference Days on Diffraction, DD 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 76-81. 8552936. (Proceedings of the International Conference Days on Diffraction, DD 2018). https://doi.org/10.1109/DD.2018.8552936

Author

Dmitrieva, L. A. ; Kuperin, Yu A. ; Smetanin, N. M. / Differentiation of brain waves patterns in different states by multifractal analysis. Proceedings of the International Conference Days on Diffraction, DD 2018. editor / A.Ya. Kazakov ; A.P. Kiselev ; L.I. Goray ; O.V. Motygin. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 76-81 (Proceedings of the International Conference Days on Diffraction, DD 2018).

BibTeX

@inproceedings{29bb65d2c0b240f1b45d3c2e6c1dc3ae,
title = "Differentiation of brain waves patterns in different states by multifractal analysis",
abstract = "We apply two methods (linear spectral analysis and nonlinear multifractal analysis) for analyzing the EEG records for experienced and inexperienced subjects, in meditation and background states. Through comparison of the obtained results, we show that the dominance of different rhythms (Lower Alpha vs. Upper Alpha) in different states for different types of subjects has a nonlinear nature. This is confirmed by the coincidence of spectral analysis and multi-fractal spectra analysis results, at least in the field where spectral analysis works. This opens new perspectives in applications of nonlinear methods for EEG time series study.",
author = "Dmitrieva, {L. A.} and Kuperin, {Yu A.} and Smetanin, {N. M.}",
note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 2018 International Conference Days on Diffraction, DD 2018 ; Conference date: 04-06-2018 Through 08-06-2018",
year = "2018",
month = nov,
day = "29",
doi = "10.1109/DD.2018.8552936",
language = "English",
series = "Proceedings of the International Conference Days on Diffraction, DD 2018",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "76--81",
editor = "A.Ya. Kazakov and A.P. Kiselev and L.I. Goray and O.V. Motygin",
booktitle = "Proceedings of the International Conference Days on Diffraction, DD 2018",
address = "United States",

}

RIS

TY - GEN

T1 - Differentiation of brain waves patterns in different states by multifractal analysis

AU - Dmitrieva, L. A.

AU - Kuperin, Yu A.

AU - Smetanin, N. M.

N1 - Publisher Copyright: © 2018 IEEE.

PY - 2018/11/29

Y1 - 2018/11/29

N2 - We apply two methods (linear spectral analysis and nonlinear multifractal analysis) for analyzing the EEG records for experienced and inexperienced subjects, in meditation and background states. Through comparison of the obtained results, we show that the dominance of different rhythms (Lower Alpha vs. Upper Alpha) in different states for different types of subjects has a nonlinear nature. This is confirmed by the coincidence of spectral analysis and multi-fractal spectra analysis results, at least in the field where spectral analysis works. This opens new perspectives in applications of nonlinear methods for EEG time series study.

AB - We apply two methods (linear spectral analysis and nonlinear multifractal analysis) for analyzing the EEG records for experienced and inexperienced subjects, in meditation and background states. Through comparison of the obtained results, we show that the dominance of different rhythms (Lower Alpha vs. Upper Alpha) in different states for different types of subjects has a nonlinear nature. This is confirmed by the coincidence of spectral analysis and multi-fractal spectra analysis results, at least in the field where spectral analysis works. This opens new perspectives in applications of nonlinear methods for EEG time series study.

UR - http://www.scopus.com/inward/record.url?scp=85060021872&partnerID=8YFLogxK

U2 - 10.1109/DD.2018.8552936

DO - 10.1109/DD.2018.8552936

M3 - Conference contribution

AN - SCOPUS:85060021872

T3 - Proceedings of the International Conference Days on Diffraction, DD 2018

SP - 76

EP - 81

BT - Proceedings of the International Conference Days on Diffraction, DD 2018

A2 - Kazakov, A.Ya.

A2 - Kiselev, A.P.

A2 - Goray, L.I.

A2 - Motygin, O.V.

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2018 International Conference Days on Diffraction, DD 2018

Y2 - 4 June 2018 through 8 June 2018

ER -

ID: 88948863