A novel dual and triple shifted RSVP paradigm for P300 speller

•Dual and Triple paradigms solve the gaze dependency problem.•Average ITR is significantly improved for the Dual and Triple paradigms.•Equally good average character detection accuracy for single and Dual protocols.•The Dual RSVP paradigm has best balance between ITR and character detection accuracy...

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Veröffentlicht in:Journal of neuroscience methods 2019-12, Vol.328, p.108420-108420, Article 108420
Hauptverfasser: Mijani, Amir Mohammad, Shamsollahi, Mohammad Bagher, Sheikh Hassani, Mohsen
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Sprache:eng
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Zusammenfassung:•Dual and Triple paradigms solve the gaze dependency problem.•Average ITR is significantly improved for the Dual and Triple paradigms.•Equally good average character detection accuracy for single and Dual protocols.•The Dual RSVP paradigm has best balance between ITR and character detection accuracy. A speller system enables disabled people, specifically those with spinal cord injuries, to visually select and spell characters. A problem of primary speller systems is that they are gaze shift dependent. To overcome this problem, a single Rapid Serial Visual Presentation (RSVP) paradigm was initially introduced in which characters are displayed one-by-one at the center of a screen. Two new protocols, Dual and Triple shifted RSVP paradigms, are introduced and compared against the single paradigm. In the Dual and Triple paradigms, two and three characters are displayed at the center of the screen simultaneously, holding the advantage of displaying the target character twice and three times respectively, compared to the one-time appearance in the single paradigm. To compare the named paradigms, three subjects participated in experiments using all three paradigms. Offline results demonstrate an average character detection accuracy of 97% for the single and double protocols, and 80% for the Triple paradigm. In addition, average ITR is calculated to be 5.45, 7.62 and 7.90 bit/min for the single, Dual and Triple paradigms respectively. Results identify the Dual RSVP paradigm as the most suitable approach that provides the best balance between ITR and character detection accuracy. The novel speller system (the Dual paradigm) suggested in this paper demonstrates improved performance compared to existing methods, and overcomes the gaze dependency issue. Overall, our novel method is a reliable alternative that both removes limitations for users suffering from impaired oculomotor control and improves performance.
ISSN:0165-0270
1872-678X
DOI:10.1016/j.jneumeth.2019.108420