Search results
- 1.0549871 - ÚI 2022 RIV CZ eng J - Journal Article
Kerechanin, J. V. - Bobrov, P.D. - Frolov, A. A. - Húsek, Dušan
Independent EEG components are meaningful (for BCI based on motor imagery).
Neural Network World. Roč. 31, č. 5 (2021), s. 355-375. ISSN 1210-0552
Institutional support: RVO:67985807
Keywords : EEG analysis * independent component analysis * ICA * common spatial patterns * CSP * principal component analysis * PCA * brain computer interface * BCI * features selection
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 1.304, year: 2021
Method of publishing: Open access
http://dx.doi.org/10.14311/NNW.2021.31.020
Permanent Link: http://hdl.handle.net/11104/0325765File Download Size Commentary Version Access 0549871-aoa.pdf 1 909.2 KB Volně online http://www.nnw.cz/doi/2021/NNW.2021.31.020.pdf Publisher’s postprint require - 2.0545601 - 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 - 3.0365748 - 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 - 4.0364124 - ÚI 2012 CZ eng K - Conference Paper (Czech conference)
Bobrov, P. - Frolov, A. A. - Húsek, Dušan
Classification Methods for Brain-Computer Interface.
WOFEX 2011. Ostrava: VŠB - Technical University, 2011 - (Krátký, P.; Dvorský, J.; Moravec, P.), s. 314-319. ISBN 978-80-248-2449-9.
[WOFEX 2011. Annual Workshop /9./. Ostrava (CZ), 08.09.2011-09.09.2011]
Institutional research plan: CEZ:AV0Z10300504
Keywords : brain computer interface * BCI * EEG * Bayesian classifier * common spatial patterns * CSP * common tensor discriminant analysis * CTDA * classification accuracy
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0199687File Download Size Commentary Version Access a0364124.pdf 1 734.2 KB Publisher’s postprint require - 5.0359738 - ÚI 2012 RIV CZ eng J - Journal Article
Frolov, A. - Húsek, Dušan - Bobrov, P.
Comparison of four classification methods for brain-computer interface.
Neural Network World. Roč. 21, č. 2 (2011), s. 101-115. ISSN 1210-0552
R&D Projects: GA MŠMT(CZ) 1M0567; GA ČR GA201/05/0079; GA ČR GAP202/10/0262
Institutional research plan: CEZ:AV0Z10300504
Keywords : brain computer interface * motor imagery * visual imagery * EEG pattern classification * Bayesian classification * Common Spatial Patterns * Common Tensor Discriminant Analysis
Subject RIV: IN - Informatics, Computer Science
Impact factor: 0.646, year: 2011
Permanent Link: http://hdl.handle.net/11104/0006452File Download Size Commentary Version Access 0359738.pdf 3 965.1 KB Publisher’s postprint open-access