Matematicheskaya Biologiya i Bioinformatika
RUS  ENG    JOURNALS   PEOPLE   ORGANISATIONS   CONFERENCES   SEMINARS   VIDEO LIBRARY   PACKAGE AMSBIB  
General information
Latest issue
Archive
Impact factor

Search papers
Search references

RSS
Latest issue
Current issues
Archive issues
What is RSS



Mat. Biolog. Bioinform.:
Year:
Volume:
Issue:
Page:
Find






Personal entry:
Login:
Password:
Save password
Enter
Forgotten password?
Register


Matematicheskaya Biologiya i Bioinformatika, 2021, Volume 16, Issue 1, Pages 1–14
DOI: https://doi.org/10.17537/2021.16.1
(Mi mbb454)
 

This article is cited in 1 scientific paper (total in 1 paper)

Information and Computer Technologies in Biology and Medicine

Study of the perception of written speech using functional tomography based on electroencephalography data

M. N. Ustinina, S. D. Rykunova, A. I. Boykoa, E. F. Tarasovb, I. V. Zhuravlevb, M. A. Polikarpovc, T. A. Ryabovcd, I. A. Filatovcd, A. Yu. Yurenyacd, V. Ya. Panchenkocd

a Keldysh Institute of Applied Mathematics RAS, Moscow, Russia
b Institute of Linguistics, Russian Academy of Sciences, Moscow, Russia
c National Research Center “Kurchatov Institute”, Moscow, Russia
d Lomonosov Moscow State University, Moscow, Russia
Full-text PDF (896 kB) Citations (1)
References:
Abstract: The spectral and spatial characteristics of the electroencephalograms recorded during the perception of written speech were studied. For the experimental study, four groups were formed, each containing 100 words: words with a positive emotional rating, words with a negative emotional rating, words with concrete meanings, and words with abstract meanings. A separate experiment was conducted for each group with the subjects. Words were represented by white text on a black background, each word was presented for 1000 ms, after the presentation of the stimulus there was a pause of 500 ms. Brain activity was recorded using an electroencephalograph with 19 leads, arranged according to the 10–20 scheme. For detailed quantitative analysis of this activity, method of functional tomography of the brain, based on electroencephalography data, was used. This method is based on the Fourier transform of multichannel encephalographic data and the localization of individual spectral components. The method makes it possible to single out and stably localize in space various spectral features of the brain activity studied in experiments on speech research. The frequency band from 8 to 30 Hz was analyzed; for all spectral components in this band, the inverse problem was solved in the approximation of an equivalent current dipole in a single-layer spherical conductor, without any restrictions on the position of the source. As a result, three-dimensional maps of activity were built - the functional structures of the brain. The presentation of these functional structures on magnetic resonance imaging allows one to study the frequency and spatial characteristics of responses to various speech stimuli.
Key words: speech perception, emotionally charged words, abstract and concrete words, electroencephalography, Fourier transform, inverse problem solution, functional structure of the brain.
Funding agency Grant number
Russian Foundation for Basic Research 18-00-00619
17-29-02178
20-07-00733
20-07-00842
19-07-00964
18-00-00575
18-00-00513
Received 18.11.2020, 29.12.2020, Published 11.01.2021
Document Type: Article
Language: Russian
Citation: M. N. Ustinin, S. D. Rykunov, A. I. Boyko, E. F. Tarasov, I. V. Zhuravlev, M. A. Polikarpov, T. A. Ryabov, I. A. Filatov, A. Yu. Yurenya, V. Ya. Panchenko, “Study of the perception of written speech using functional tomography based on electroencephalography data”, Mat. Biolog. Bioinform., 16:1 (2021), 1–14
Citation in format AMSBIB
\Bibitem{UstRykBoy21}
\by M.~N.~Ustinin, S.~D.~Rykunov, A.~I.~Boyko, E.~F.~Tarasov, I.~V.~Zhuravlev, M.~A.~Polikarpov, T.~A.~Ryabov, I.~A.~Filatov, A.~Yu.~Yurenya, V.~Ya.~Panchenko
\paper Study of the perception of written speech using functional tomography based on electroencephalography data
\jour Mat. Biolog. Bioinform.
\yr 2021
\vol 16
\issue 1
\pages 1--14
\mathnet{http://mi.mathnet.ru/mbb454}
\crossref{https://doi.org/10.17537/2021.16.1}
Linking options:
  • https://www.mathnet.ru/eng/mbb454
  • https://www.mathnet.ru/eng/mbb/v16/i1/p1
  • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
     
      Contact us:
     Terms of Use  Registration to the website  Logotypes © Steklov Mathematical Institute RAS, 2024