Search results
- 1.0545601 - ÚI 2022 CZ eng V - Research Report
Húsek, Dušan - Frolov, A. A. - Kerechanin, J. V. - Bobrov, P.D.
Assessment of Independent EEG Components Obtained by Different Methods for BCI Based on Motor Imagery.
Prague: ICS CAS, 2021. 17 s. Technical Report, V-1279.
Institutional support: RVO:67985807
Keywords : brain–computer interface * motor imagery * blind source separation * independent component analysis * common spatial patterns * cluster analysis * EEG pattern extraction * EEG analysis * ICA * CSP * BCI * motor imagery
Permanent Link: http://hdl.handle.net/11104/0322281File Download Size Commentary Version Access 0545601-V-1279-v2.pdf 4 661 KB Other open-access 0545601-V-1279-v1.pdf 2 640.7 KB Other require - 2.0510365 - ÚI 2020 RIV RU rus J - Journal Article
Kerechanin, J. V. - Húsek, Dušan - Bobrov, P.D. - Fedotova, I.R. - Frolov, A. A.
Istočniki električeskoj aktivnosti oblastej mozga, vovlečennych v voobraženie dviženij.
[Sources of Electric Activity of Brain Areas Involved in Motor Imagery.]
Zhurnal Vysshei Nervnoi Deyatelnosti Imeni I P Pavlova. Roč. 69, č. 6 (2019), s. 711-725. ISSN 0044-4677
Institutional support: RVO:67985807
Keywords : Brain computer interface * EEG * motor imagery * synchronization and desynchronization of EEG activity * independent component analysis * inverse EEG problem
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 0.432, year: 2019
Method of publishing: Limited access
http://dx.doi.org/10.1134/S0044467719060066
Permanent Link: http://hdl.handle.net/11104/0300881 - 3.0476821 - ÚI 2018 RIV DE eng J - Journal Article
Frolov, A. A. - Aziatskaya, G.A. - Bobrov, P.D. - Luykmanov, R. Kh. - Fedotova, I.R. - Húsek, Dušan - Snášel, V.
Electrophysiological Brain Activity during the Control of a Motor Imagery-Based Brain–Computer Interface.
Human Physiology. Roč. 43, č. 5 (2017), s. 501-511. ISSN 0362-1197
Institutional support: RVO:67985807
Keywords : brain–computer interface * neurointerface * EEG * motor imagery * EEG rhythm synchronization and desynchronization * independent component analysis * EEG inverse problem * neurorehabilitation
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent Link: http://hdl.handle.net/11104/0273236 - 4.0476818 - ÚI 2018 RIV RU rus J - Journal Article
Frolov, A. A. - Aziatskaya, G.A. - Bobrov, P.D. - Luykmanov, R. Kh. - Húsek, Dušan - Snášel, V.
Elektrofiziologičeskaja aktivnost mozga pri upravlenii interfejsom mozg kompjuter, osnovannym na voobraženii dviženij.
[Electrophysiological Activity of the Brain During Control of a Motor Imagery Based Brain-Computer Interface.]
Fiziologiya cheloveka. Roč. 43, č. 5 (2017), s. 17-28. ISSN 0131-1646
Institutional support: RVO:67985807
Keywords : brain-computer interface * electroencephalogram * motor imagery * EEG rhythm synchronization and desynchronization * Independent Component Analysis * neurorehabilitaiton
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent Link: http://hdl.handle.net/11104/0273234 - 5.0475849 - ÚI 2018 RIV RU rus J - Journal Article
Frolov, A. A. - Fedotova, I.R. - Húsek, Dušan - Bobrov, P.
Ritmičeskaja aktivnost mozga i interfejs mozg-komputer, osnovannyj na voobraženii dviženij.
[Rhythmic Brain Activity and Brain Computer Interface Based on Motor Imagery.]
Uspechi fiziologičeskich nauk. Roč. 48, č. 3 (2017), s. 72-91. ISSN 0301-1798
Institutional support: RVO:67985807
Keywords : brain computer interface * EEG * motor imagery * mu-rhythm * synchronization * desynchronization * localization of sources * neurorehabilitation
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://elibrary.ru/item.asp?id=29679002
Permanent Link: http://hdl.handle.net/11104/0272466 - 6.0472302 - ÚI 2017 RIV CZ eng J - Journal Article
Frolov, A. A. - Húsek, Dušan - Biryukova, E. V. - Bobrov, P. - Mokienko, O. - Alexandrov, A.V.
Principles of Motor Recovery in Post-Stroke Patients using Hand Exoskeleton Controlled by the Brain-Computer Interface Based on Motor Imagery.
Neural Network World. Roč. 27, č. 1 (2017), s. 107-137. ISSN 1210-0552
Grant - others:Russian Ministry of Education and Science(RU) RFMEFI60715X0128
Institutional support: RVO:67985807
Keywords : brain computer interface * motor imagery * post-stroke and post-traumatic patients * arm and hand exoskeleton * proportional derivative controller * motor synergy * clinical application
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 0.500, year: 2017
Permanent Link: http://hdl.handle.net/11104/0269637 - 7.0457947 - ÚI 2017 RIV DE eng J - Journal Article
Frolov, A. A. - Húsek, Dušan - Silchenko, A.V. - Tintěra, J. - Rydlo, J.
The Changes in the Hemodynamic Activity of the Brain during Motor Imagery Training with the Use of Brain-Computer Interface.
Human Physiology. Roč. 42, č. 1 (2016), s. 1-12. ISSN 0362-1197
R&D Projects: GA MŠMT ED1.1.00/02.0070
Grant - others:GA MŠk(CZ) EE.2.3.20.0073
Institutional support: RVO:67985807
Keywords : brain-computer interface * motor imagery * hemodynamic activity * brain plasticity * functional MRI
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0258278 - 8.0429364 - ÚI 2015 RIV CH eng C - Conference Paper (international conference)
Bobrov, P. - Frolov, A. - Húsek, Dušan - Snášel, V.
Clustering the Sources of EEG Activity during Motor Imagery by Attractor Neural Network with Increasing Activity (ANNIA).
Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications IBICA 2014. Cham: Springer, 2014 - (Krömer, P.; Abraham, A.; Snášel, V.), s. 183-191. Advances in Intelligent Systems and Computing, 303. ISBN 978-3-319-08155-7. ISSN 2194-5357.
[IBICA 2014. International Conference on Innovations in Bio-Inspired Computing and Applications /5./. Ostrava (CZ), 23.06.2014-25.06.2014]
Grant - others:GA MŠk(CZ) ED1.1.00/02.0070; GA MŠk(CZ) EE.2.3.20.0073
Program: ED
Institutional support: RVO:67985807
Keywords : brain computer interface * motor imagery * independent component analysis * attractor neural network with increasing activity
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0234488 - 9.0428418 - ÚI 2015 RIV RU rus J - Journal Article
Frolov, A. A. - Húsek, Dušan - Mokienko, O. - Bobrov, P. - Chernikova, L. - Konovalov, R.
Lokalizacija istočnikov električeskoj i fokusov gemodinamičeskoj aktivnosti mozga pri voobraženii dviženij.
[Localization of Brain Electrical Activity Sources and Hemodynamic Activity Foci during Motor Imagery.]
Fiziologiya cheloveka. Roč. 40, č. 3 (2014), s. 45-56. ISSN 0131-1646
Grant - others:GA MŠk(CZ) ED1.1.00/02.0070; GA MŠk(CZ) EE.2.3.20.0073
Program: ED
Institutional support: RVO:67985807
Keywords : brain computer interface * independent component analysis * EEG pattern classification * motor imagery * inverse EEG problem
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0233782File Download Size Commentary Version Access 0428418.pdf 18 1.9 MB Author’s postprint require - 10.0428357 - ÚI 2015 RIV DE eng J - Journal Article
Frolov, A. A. - Húsek, Dušan - Mokienko, O. - Bobrov, P. - Chernikova, L. - Konovalov, R.
Localization of Brain Electrical Activity Sources and Hemodynamic Activity Foci during Motor Imagery.
Human Physiology. Roč. 40, č. 3 (2014), s. 273-283. ISSN 0362-1197
Grant - others:GA MŠk(CZ) ED1.1.00/02.0070; GA MŠk(CZ) EE.2.3.20.0073
Program: ED
Institutional support: RVO:67985807
Keywords : brain computer interface * independent component analysis * EEG pattern classification * motor imagery * inverse EEG problem
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0233707