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- 1.0444967 - ÚI 2016 RIV CH eng C - Conference Paper (international conference)
Basterrech, S. - Bobrov, P. - Frolov, A. A. - Húsek, Dušan
Nature-Inspired Algorithms for Selecting EEG Sources for Motor Imagery Based BCI.
Artificial Intelligence and Soft Computing. Vol. 2. Cham: Springer, 2015 - (Rutkowski, L.; Korytkowski, M.; Scherer, R.; Tadeusiewicz, R.; Zadeh, L.; Zurada, J.), s. 79-90. Lecture Notes in Artificial Intelligence, 9120. ISBN 978-3-319-19368-7. ISSN 0302-9743.
[ICAISC 2015. International Conference on Artificial Intelligence and Soft Computing /14./. Zakopane (PL), 12.06.2015-16.06.2015]
R&D Projects: GA MŠMT ED1.1.00/02.0070
Grant - others:GA MŠk(CZ) EE2.3.30.0055
Institutional support: RVO:67985807
Keywords : brain computer interface * EEG pattern selection * Bayesian classifier * genetic algorithms * simulating annealing
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0247398File Download Size Commentary Version Access a0444967.pdf 5 299.9 KB Publisher’s postprint require - 2.0429364 - 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 - 3.0377144 - ÚI 2013 RIV DE eng C - Conference Paper (international conference)
Frolov, A. - Húsek, Dušan - Bobrov, P. - Korshakov, A.V. - Chernikova, L. - Konovalov, R. - Mokienko, O.
Localizing Sources of Brain Activity Relevant to Motor Imagery Brain-Computer Interface Performance, Using Individual Head Geometry.
Advances in Neural Networks - ISNN 2012. Vol. 1. Berlin: Springer, 2012 - (Wang, J.; Yen, G.; Polycarpou, M.), s. 369-378. Lecture Notes in Computer Science, 7367. ISBN 978-3-642-31345-5. ISSN 0302-9743.
[ISNN 2012. International Symposium on Neural Networks /9./. Shenyang (CN), 11.07.2012-14.07.2012]
Grant - others:GA MŠk(CZ) ED1.1.00/02.0070
Program: ED
Institutional research plan: CEZ:AV0Z10300504
Keywords : BCI * ICA * Bayesian classification * EEG inverse problem * motor imagery * mu rhythm * fMRI
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0209386File Download Size Commentary Version Access a0377144.pdf 1 519 KB Publisher’s postprint require - 4.0368470 - ÚI 2013 RIV DE eng C - Conference Paper (international conference)
Bobrov, P. - Frolov, A. A. - Húsek, Dušan
Brain Computer Interface Enhancement by Independent Component Analysis.
Proceedings of the Third International Conference on Intelligent Human Computer Interaction IHCI 2011. Heidelberg: Springer, 2013 - (Kudělka, M.; Pokorný, J.; Snášel, V.; Abraham, A.), s. 51-60. Advances in Intelligent Systems and Computing, 179. ISBN 978-3-642-31602-9. ISSN 2194-5357.
[IHCI 2011. International Conference on Intelligent Human Computer Interaction /3./. Prague (CZ), 29.08.2011-31.08.2011]
R&D Projects: GA ČR GAP202/10/0262; GA ČR GA205/09/1079
Grant - others:GA MŠk(CZ) ED1.1.00/02.0070
Program: ED
Institutional research plan: CEZ:AV0Z10300504
Keywords : brain computer interface * EEG patterns classiffication * independent component analysis * classification accuracy * m-rythm identification
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0202804File Download Size Commentary Version Access a0368470.pdf 3 498.3 KB Publisher’s postprint require - 5.0365748 - ÚI 2012 RIV US eng C - Conference Paper (international conference)
Frolov, A. - Húsek, Dušan - Bobrov, P.
Brain-Computer Interface: Common Tensor Discriminant Analysis Classifier Evaluation.
Nature and Biologically Inspired Computing. Piscataway: IEEE, 2011 - (Abraham, A.; Corchado, E.; Berwick, R.; de Carvalho, A.; Zomaya, A.; Yager, R.), s. 614-620. ISBN 978-1-4577-1122-0.
[NaBIC 2011. World Congress on Nature and Biologically Inspired Computing /3./. Salamanca (ES), 19.10.2011-21.10.2011]
R&D Projects: GA ČR GAP202/10/0262; GA ČR GA205/09/1079; GA MŠMT(CZ) 1M0567
Grant - others:GA MŠk(CZ) ED1.1.00/02.0070
Program: ED
Institutional research plan: CEZ:AV0Z10300504
Keywords : human computer interface * motor imagery * EEG signal classification * Bayesian classification * Common Spatial Patterns * Common Tensor Discriminant Analysis
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0200917File Download Size Commentary Version Access a0365748.pdf 1 1.1 MB Publisher’s postprint require