Brain-Computer Interface Based on Motor Imagery: the Most Relevant Sources of Electrical Brain Activity
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F14%3A00398560" target="_blank" >RIV/67985807:_____/14:00398560 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27240/14:86096546 RIV/61989100:27740/14:86096546
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-00930-8_14" target="_blank" >http://dx.doi.org/10.1007/978-3-319-00930-8_14</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-00930-8_14" target="_blank" >10.1007/978-3-319-00930-8_14</a>
Alternative languages
Result language
angličtina
Original language name
Brain-Computer Interface Based on Motor Imagery: the Most Relevant Sources of Electrical Brain Activity
Original language description
Examined are sources of brain activity, contributing to EEG patterns which correspond to motor imagery during training to control brain-computer interface (BCI). To identify individual source contribution into EEG recorded during the training, Independent Component Analysis (ICA) was employed. Those independent components, for which the BCI system classification accuracy was at maximum, were treated as relevant to performing the motor imagery tasks. To reveal neurophysiological nature of these components we solved the inverse EEG problem in order to localize the sources of brain activity causing these components to appear in EEG. Individual geometry of brain and its covers provided by anatomical MR images, was taken into account when localizing the sources. Their positions were compared with foci of BOLD activity obtained in fMRI study.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>
Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Soft Computing in Industrial Applications
ISBN
978-3-319-00929-2
ISSN
2194-5357
e-ISSN
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Number of pages
11
Pages from-to
153-163
Publisher name
Springer
Place of publication
Cham
Event location
Anywhere on Earth
Event date
Dec 10, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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