Effect of ocular artifact removal in brain computer interface accuracy
Publication Type
Conference Proceeding Article
Publication Date
9-2004
Abstract
We report the effect of removing ocular artifacts on the performance of a word-processing application based on the event related potential P300. Various methods of removing artifacts have been reported. The efficiency of these algorithms are usually done by subjective visual comparisons. Noting that there is a direct correlation of artifact rectifying algorithms to the accuracy in a Brain Computer Interface system's accuracy, we present this work as a means to compare different algorithms.
Keywords
Artifact removal, BCI, Brain Computer Interface, EEG, EOG, Ocular artifacts
Discipline
Databases and Information Systems | Graphics and Human Computer Interfaces
Publication
EMBC 2004: 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: San Francisco, 1-5 September, 2004
First Page
4385
Last Page
4388
ISBN
9780780384392
Identifier
10.1109/IEMBS.2004.1404220
Publisher
IEEE
City or Country
Piscataway, NJ
Citation
THULASIDAS, Manoj; RANGANATHA, Sitaram; WU, Jiankang; and XU, Wenjie.
Effect of ocular artifact removal in brain computer interface accuracy. (2004). EMBC 2004: 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: San Francisco, 1-5 September, 2004. 4385-4388.
Available at: https://ink.library.smu.edu.sg/sis_research/3335
Additional URL
http://doi.org/10.1109/IEMBS.2004.1404220