Time Window Selection for Improving Error-related Potential Detection

Rousseau Sandra; Jutten Christian; Congedo Marco

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Paper

Time Window Selection for Improving Error-related Potential Detection

In Proceedings of the 4th International Joint Conference on Computational Intelligence - Volume 1: SSCN, 715-720, 2012 , Barcelona, Spain

Authors: Rousseau Sandra ; Jutten Christian and Congedo Marco

Affiliation: Gipsa-lab-DIS, France

Keyword(s): Error-related Potential, BCI, Spatial Filtering, Classification.

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.

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Paper citation in several formats:

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 (IJCCI 2012) - SSCN; ISBN 978-989-8565-33-4; ISSN 2184-3236, SciTePress, pages 715-720. DOI: 10.5220/0004181207150720

@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 (IJCCI 2012) - SSCN},
year={2012},
pages={715-720},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004181207150720},
isbn={978-989-8565-33-4},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the 4th International Joint Conference on Computational Intelligence (IJCCI 2012) - SSCN
TI - Time Window Selection for Improving Error-related Potential Detection
SN - 978-989-8565-33-4
IS - 2184-3236
AU - Sandra, R.
AU - Christian, J.
AU - Marco, C.
PY - 2012
SP - 715
EP - 720
DO - 10.5220/0004181207150720
PB - SciTePress