Introduction: In most BCI articles which aim to separate movement imaginations, µ and &beta frequency bands have been used. In this paper, the effect of presence and absence of &gamma band on performance improvement is discussed since movement imaginations affect &gamma frequency band as well.
Methods: In this study we used data set 2a from BCI Competition IV. In this data set, 9 healthy sub...