High Aptitude Motor Imagery BCI Users Have Better Visuospatial Memory
This incremental finding could help optimize BCI training by screening participants based on cognitive skills, addressing the problem of variable user performance in brain-computer interfaces.
The study investigated whether spatial abilities and visuospatial memory affect motor imagery BCI performance in novice users, finding that visuospatial memory was higher in high aptitude users but spatial abilities were not related to performance.
Brain computer interfaces (BCI) decode the electrophysiological signals from the brain into an action that is carried out by a computer or robotic device. Motor imagery BCIs (MI BCI) rely on the user s imagination of bodily movements, however not all users can generate the brain activity needed to control MI BCI. This difference in MI BCI performance among novice users could be due to their cognitive abilities. In this study, the impact of spatial abilities and visuospatial memory on MI BCI performance is investigated. Fifty four novice users participated in a MI BCI task and two cognitive tests. The impact of spatial abilities and visuospatial memory on BCI task error rate in three feedback sessions was measured. Our results showed that spatial abilities, as assessed by the Mental Rotation Test, were not related to MI BCI performance, however visuospatial memory, assessed by the design organization test, was higher in high aptitude users. Our findings can contribute to optimization of MI BCI training paradigms through participant screening and cognitive skill training.