Retrospective on the First Passive Brain-Computer Interface Competition on Cross-Session Workload Estimation.

ABSTRACT: As is the case in several research domains, data sharing is still scarce in the field of Brain-Computer Interfaces (BCI), and particularly in that of passive BCIs-i.e., systems that enable implicit interaction or task adaptation based on a user's mental state(s) estimated from brain measures. Moreover, research in this field is currently hindered by a major challenge, which is tackling brain signal variability such as cross-session variability. Hence, with a view to develop good research practices in this field and to enable the whole community to join forces in working on cross-session estimation, we created the first passive brain-computer interface competition on cross-session workload estimation. This competition was part of the 3rd International Neuroergonomics conference. The

SUBMITTER: Roy RN 

PROVIDER: S-EPMC10790860 | biostudies-literature | 2022

REPOSITORIES: biostudies-literature