Investigating brief motor imagery for an ERD/ERS based BCI - Inria - Institut national de recherche en sciences et technologies du numérique
Communication Dans Un Congrès Année : 2012

Investigating brief motor imagery for an ERD/ERS based BCI

Résumé

This study establishes the effectiveness of event related synchronisation (ERS) features for a system paced brain computer interface (BCI). In particular, the relationship between the duration of motor imagery (MI) and the quality of the features extracted from the ERS is investigated. To this end, two groups of users performed brief (2s) or sustained (4s) MI, and offline single trial BCIs were validated on each group based on features extracted from the EEG before, during and after MI. The BCIs were designed to recognise two intentional control tasks and a no-control state. Cross-validated results indicate that brief MI leads to more informative ERS features than sustained MI.
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Dates et versions

hal-00789765 , version 1 (18-02-2013)

Identifiants

Citer

Eoin M. Thomas, Joan Fruitet, Maureen Clerc. Investigating brief motor imagery for an ERD/ERS based BCI. EMBC: Engineering in Medicine and Biology Conference, 2012, San Diego, CA, United States. pp.2929-2932, ⟨10.1109/EMBC.2012.6346577⟩. ⟨hal-00789765⟩
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