%0 Journal Article
%T Comparison of the Event-Related Desynchronization during Self-Paced Movement and when playing a Nintendo Wii Game
%A Nikola £¿obaji£¿
%A Andrej Savi£¿
%J Telfor Journal
%D 2011
%I Telecommunications Society, Academic Mind
%X We compared pre-movement event-related desynchronization (ERD) of ¦Ì rhythm over the primary motor cortex using surface electrodes in a group of five healthy subjects during self-paced wrist movement and the wrist movement when playing a Nintendo Wii. We present a method that uses ERD to detect the onset of movement in single-trial electroencephalographic (EEG) data. This algorithm produced a mean detection accuracy of 83% for the self-paced movement and 75% for the Wii-included sessions, without requiring subject training. This technique can be employed in an EEG-based brain¨Ccomputer interface due to its high recognition rate and simplicity in computation.
%K Brain-computer interface
%K Event-related desynchronization (ERD)
%K Electroencephalogram (EEG)
%K Nintendo Wii
%U http://journal.telfor.rs/Published/Vol3No1/Vol3No1_A14.pdf