Title :
Implementation of selected EEG signal processing algorithms in asynchronous BCI
Author :
Majkowski, Andrzej ; Kolodziej, Marcin ; Rak, Remigiusz J.
Author_Institution :
Inst. of Theor. of Electr. Eng., Warsaw Univ. of Technol., Warsaw, Poland
Abstract :
This paper discusses an asynchronous system of brain-computer interface, operating in real time. In the proposed system, the processing, analysis and classification of EEG signal is implemented using the Matlab programming environment and the BCI2000 package.
Keywords :
brain-computer interfaces; electroencephalography; mathematics computing; medical signal processing; BCI2000 package; Matlab programming environment; asynchronous BCI implementation; brain-computer interface; real time operation; selected EEG signal processing algorithms; Application software; Brain computer interfaces; Electrodes; Electroencephalography; Feature extraction; Real time systems; Training; BCI2000; EEG; ERD/ERS; biofeedback; brain-computer interface; classification; feature extraction; signal processing;
Conference_Titel :
Medical Measurements and Applications Proceedings (MeMeA), 2012 IEEE International Symposium on
Conference_Location :
Budapest
Print_ISBN :
978-1-4673-0880-9
DOI :
10.1109/MeMeA.2012.6226633
