Time Window Selection for Improving Error-related Potential Detection

Rousseau Sandra, Jutten Christian, Congedo Marco

2012

Abstract

In this paper we present an experiment enabling the occurence of the error-related potential in high cognitive load conditions and observe its inter-subject latency variability. We study the single-trial classification of the error-related potential using spatial filtering. Then we present a new adaptive algorithm for spatial filtering and time window selection that allows to adapt to error-related potential latency variability and provides better classification results.

Paper Citation

in Harvard Style

Sandra R., Christian J. and Marco C. (2012). Time Window Selection for Improving Error-related Potential Detection . In Proceedings of the 4th International Joint Conference on Computational Intelligence - Volume 1: SSCN, (IJCCI 2012) ISBN 978-989-8565-33-4, pages 715-720. DOI: 10.5220/0004181207150720

in Bibtex Style

@conference{sscn12,
author={Rousseau Sandra and Jutten Christian and Congedo Marco},
title={Time Window Selection for Improving Error-related Potential Detection},
booktitle={Proceedings of the 4th International Joint Conference on Computational Intelligence - Volume 1: SSCN, (IJCCI 2012)},
year={2012},
pages={715-720},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004181207150720},
isbn={978-989-8565-33-4},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 4th International Joint Conference on Computational Intelligence - Volume 1: SSCN, (IJCCI 2012)
TI - Time Window Selection for Improving Error-related Potential Detection
SN - 978-989-8565-33-4
AU - Sandra R.
AU - Christian J.
AU - Marco C.
PY - 2012
SP - 715
EP - 720
DO - 10.5220/0004181207150720