Details

Autor(en) / Beteiligte

• Won, Dong-Ok
• Hwang, Han-Jeong
• Kim, Dong-Min
• Muller, Klaus-Robert
• Lee, Seong-Whan

Titel

Motion-Based Rapid Serial Visual Presentation for Gaze-Independent Brain-Computer Interfaces

Ist Teil von

• IEEE transactions on neural systems and rehabilitation engineering, 2018-02, Vol.26 (2), p.334-343

Ort / Verlag

United States: IEEE

Erscheinungsjahr

2018

Quelle

MEDLINE

Beschreibungen/Notizen

• Most event-related potential (ERP)-based brain-computer interface (BCI) spellers primarily use matrix layouts and generally require moderate eye movement for successful operation. The fundamental objective of this paper is to enhance the perceptibility of target characters by introducing motion stimuli to classical rapid serial visual presentation (RSVP) spellers that do not require any eye movement, thereby applying them to paralyzed patients with oculomotor dysfunctions. To test the feasibility of the proposed motion-based RSVP paradigm, we implemented three RSVP spellers: 1) fixed-direction motion (FM-RSVP); 2) random-direction motion (RM-RSVP); and 3) (the conventional) non-motion stimulation (NM-RSVP), and evaluated the effect of the three different stimulation methods on spelling performance. The two motion-based stimulation methods, FMand RM-RSVP, showed shorter P300 latency and higher P300 amplitudes (i. e., 360.4-379.6 ms; 5.5867- 5.7662 μV) than the NM-RSVP (i.e., 480.4 ms; 4.7426 μV). This led to higher and more stable performances for FMand RM-RSVP spellers than NM-RSVP speller (i. e., 79.06±6.45% for NM-RSVP, 90.60±2.98% for RM-RSVP, and 92.74±2.55% for FM-RSVP). In particular, the proposed motion-based RSVP paradigm was significantly beneficial for about half of the subjects who might not accurately perceive rapidly presented static stimuli. These results indicate that the use of proposed motion-based RSVP paradigm is more beneficial for target recognition when developing BCI applications for severely paralyzed patients with complex ocular dysfunctions.