Publications
2012
Daly, Ian; Grissmann, Sebastian; Brunner, Clemens; Allison, Brendan Z.; Müller-Putz, Gernot
Hybrid BCI classification via dynamic re-weighting Conference
Proceedings of the 3rd TOBI workshop, Würzburg, Germany, 2012.
Abstract | BibTeX | Tags: Classifier, EEG, ERD, Hybrid BCI, SSVEP
@conference{Daly2012,
title = {Hybrid BCI classification via dynamic re-weighting},
author = {Ian Daly and Sebastian Grissmann and Clemens Brunner and Brendan Z. Allison and Gernot Müller-Putz},
year = {2012},
date = {2012-10-01},
booktitle = {Proceedings of the 3rd TOBI workshop, Würzburg, Germany},
abstract = {A hybrid brain-computer interface (hBCI) may combine two or more BCI paradigms with the objective of improving performance (accuracy, stability, bit rate etc.) over that achievable with a single paradigm. However, the approach taken in some recent hBCI studies did not achieve accuracies significantly better than a single paradigm. Therefore, we introduce a re-weighting method for classifying a hybrid feature set. This approach produces higher accuracies than with the ERD paradigm.},
keywords = {Classifier, EEG, ERD, Hybrid BCI, SSVEP},
pubstate = {published},
tppubtype = {conference}
}
A hybrid brain-computer interface (hBCI) may combine two or more BCI paradigms with the objective of improving performance (accuracy, stability, bit rate etc.) over that achievable with a single paradigm. However, the approach taken in some recent hBCI studies did not achieve accuracies significantly better than a single paradigm. Therefore, we introduce a re-weighting method for classifying a hybrid feature set. This approach produces higher accuracies than with the ERD paradigm.