event-related (de)synchronization (erd/ers) during motor imagery tasks: implications for brain–computer interfaces

the primary aims of this research were to examine (1) mu and beta event-related desynchronization/synchronization (erd/ers) during motor imagery tasks with varying movement duration and (2) the potential impacts of movement duration on erd/ers patterns. motor imagery tasks included brief and continuous imagined hand movements. during an imagery task, participants imagined an indicated movement for 1 s (i.e., brief movement imagery) or 5 s (i.e., continuous movement imagery). the results of the study support (1) that mu and beta erd/ers patterns are elicited during imagined hand movements and (2) that movement duration affects ers and does not affect erd patterns, during motor movement imagery. additionally, brief movement imagery had a greater impact on mu and beta erd; continuous movement imagery had a greater impact on mu and beta ers. this research will be useful for designing future brain–computer interfaces as it provides valuable insight into the dynamics of electroencephalographic (eeg) oscillatory changes during motor imagery tasks with varying movement duration.relevance to industry: brain–computer interfaces (bcis) have gained considerable interests by both research and industry communities who want to improve the quality of life for those who suffer from severe motor disabilities, such as amyotrophic lateral sclerosis (als), brainstem stroke, and cerebral palsy (cp). the results of this study should be applied to eeg-based bci system design in order to enhance accuracy and classification performance for bci system control.