Control or no-control? Reducing the gap between brain-computer interface and classical input devices

Francesca Schettini; Fabio Aloise; Pietro Arico; Serenella Salinari; Donatella Mattia; Febo Cincotti

doi:10.1109/EMBC.2012.6346303

Control or no-control? Reducing the gap between brain-computer interface and classical input devices

Francesca Schettini, Fabio Aloise, Pietro Arico, Serenella Salinari, Donatella Mattia, Febo Cincotti

Fondazione Santa Lucia

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In order to improve Brain Computer Interface usability for real life context, they should be able to adapt their speed to the user's current psychophysical state and to understand from the ongoing EEG when he/she intends to suspend the control. In this work we evaluated an asynchronous classifier which provides these feature with 20 healthy subjects, who were engaged in an environmental control task or in a spelling task. We also demonstrated how the proposed classifier can improve communication efficiency with respect to classical synchronous classifiers.

Original language	English
Title of host publication	Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Pages	1815-1818
Number of pages	4
DOIs	https://doi.org/10.1109/EMBC.2012.6346303
Publication status	Published - 2012
Event	34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2012 - San Diego, CA, United States Duration: Aug 28 2012 → Sep 1 2012

Other

Other	34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2012
Country	United States
City	San Diego, CA
Period	8/28/12 → 9/1/12

ASJC Scopus subject areas

Computer Vision and Pattern Recognition
Signal Processing
Biomedical Engineering
Health Informatics

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Schettini, F., Aloise, F., Arico, P., Salinari, S., Mattia, D., & Cincotti, F. (2012). Control or no-control? Reducing the gap between brain-computer interface and classical input devices. In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS (pp. 1815-1818). [6346303] https://doi.org/10.1109/EMBC.2012.6346303

Control or no-control? Reducing the gap between brain-computer interface and classical input devices. / Schettini, Francesca; Aloise, Fabio; Arico, Pietro; Salinari, Serenella; Mattia, Donatella ; Cincotti, Febo.

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 2012. p. 1815-1818 6346303.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Schettini, F, Aloise, F, Arico, P, Salinari, S, Mattia, D & Cincotti, F 2012, Control or no-control? Reducing the gap between brain-computer interface and classical input devices. in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS., 6346303, pp. 1815-1818, 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2012, San Diego, CA, United States, 8/28/12. https://doi.org/10.1109/EMBC.2012.6346303

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Control or no-control? Reducing the gap between brain-computer interface and classical input devices

Abstract

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ASJC Scopus subject areas

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