Name
Title | ||
|---|---|---|
The Design of a Point-and-Click System by Integrating a Self-Paced Brain–Computer Interface With an Eye-Tracker |
Abstract | ||
|---|---|---|
A hybrid brain–computer interface (BCI) system that combines a self-paced BCI and an eye-tracker is proposed for text-entry applications. To make a text-entry of a letter/word, the user must gaze at the target for at least a specific period of time (called the dwell time) and then activate the self-paced BCI with an attempted hand extension. Although the self-paced BCI is available for use at any time, a built-in sleep mode is activated when the user is not looking at a letter/word or when the user gazes at a letter/word for less than the dwell time. Such a design has the advantage of greatly minimizing the false positive outcomes compared to the state-of-art self-paced BCIs. To further improve the system's performance, a method that adaptively updates the BCI classifier is also proposed. The results from seven able-bodied individuals show great improvements compared to the pure self-paced BCI. For dwell times of 0.75 and 1.00 s, the number of false-positives/minute is significantly reduced to 2.5 and 1.7, at acceptable average true positive rates of 54.5% and 54.1%, respectively. |
Year | DOI | Venue |
|---|---|---|
2011 | 10.1109/JETCAS.2011.2175589 | Emerging and Selected Topics in Circuits and Systems, IEEE Journal |
Keywords | DocType | Volume |
adaptive classifier,brain–computer interface (bci),electroencephalogram,eye-tracker,hybrid bci,synchronization,electroencephalography,brain computer interfaces | Journal | 1 |
Issue | ISSN | Citations |
4 | 2156-3357 | 10 |
PageRank | References | Authors |
0.88 | 12 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yong, X. | 1 | 10 | 0.88 |
| Mehrdad Fatourechi | 2 | 169 | 11.96 |
| Rabab K Ward | 3 | 1440 | 135.88 |
| G. E. Birch | 4 | 127 | 32.43 |