A new method of feature extraction from EEG signal for braincomputer interface design;Nowa metoda ekstrakcji cech sygnału EEG na użytek interfejsów mózg-komputer

Przeglad Elektrotechniczny

Volumn 86, Issue 9, 2010, Pages 35-38

  Kołodziej, Marcin ^a   Majkowski, Andrzej ^a   Rak, Remigiusz J ^a  

^a WARSAW UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

BCI; Brain computer interface; EEG; Feature extraction; Higher order statistics; Wavelets

Indexed keywords

EID: 77956014103     PISSN: 00332097     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (6)

1. Kołodziej M., Majkowski A., Rak R., Matlab FE-Toolbox - an universal utility for feature extraction of EEG signals for Brain-Computer Interface realization, Przegla̧d Elektrotechniczny, 2010.
2. Kołodziej M., Majkowski A., Rak R., Brain-computer interface - registration and analysis of EEG signal, selected problems, Przegla̧d Elektrotechniczny, 2009.
3. Wolpaw J. R., Birbaumer N., D. J. McFarland, Pfurtscheller G., Vaughan T. M., Braincomputer interfaces for communication and control, Clin. Neurophysiol., 113:767-791, 2002.
4. Wolpaw J. R., McFarland D. J., Vaughan T. M., Brain-Computer Interface Research at the Wadsworth Center, IEEE Trans. Rehab. Eng., 8 (2):222-226, 2000.
5. Pineda J. A., Allison B. Z., Vankov A., The Effects of Self-Movement, Observation, and Imagination on m-Rhythms and Readiness Potential (RP's): Toward a Brain-computer Interface (BCI), IEEE Trans. Rehab. Eng., 8 (2):219-222, 2000.
6. Babiloni C., Carducci F., Cincotti F., Rossini P. M., C. Neuper, Pfurtscheller G., Babiloni F., Human Movement-Related Potentials vs Desynchronization of EEG Alpha Rhythm: A High-Resolution EEG Study, NeuroImage, 10:658-665, 1999.