title: Investigating motor imagery tasks by their neural effects - A case study.
abstract: Motor imagery, one of the first investigated neural process for Brain-Computer Interfaces (BCIs) still provides a great challenge nowadays. Aiming a better and more accurate control, multiple researches have been conducted by the scientific community. Nevertheless, there is still no robust and confident application developed. In order to augment the potential referring to motor imagery, and to attract user's interest, we propose multiple motor imagery tasks in combination with different visual or auditory stimuli. We use multi-class classification for discrimination and we observe confident classification performance for the task related to user's background.
authors.forename: I E
authors.initials: IE
authors.lastname: Nicolae
authors.forename: M M C
authors.initials: MM
authors.lastname: Stefan
authors.forename: B
authors.initials: B
authors.lastname: Hurezeanu
authors.forename: D D
authors.initials: DD
authors.lastname: Taralunga
authors.forename: R
authors.initials: R
authors.lastname: Strungaru
authors.forename: T M
authors.initials: TM
authors.lastname: Vasile
authors.forename: O A
authors.initials: OA
authors.lastname: Bajenaru
authors.forename: G M
authors.initials: GM
authors.lastname: Ungureanu
mesh_terms: D000161:Acoustic Stimulation; D000328:Adult; D062207:Brain-Computer Interfaces; D004569:Electroencephalography; D005071:Evoked Potentials / Q000502:physiology; D006801:Humans; D019018:Imagery, Psychotherapy / Q000145:classification*; D008297:Male; D009068:Movement / Q000502:physiology; D010775:Photic Stimulation; D012815:Signal Processing, Computer-Assisted