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Author: Jindrich Ciniburk

Affiliation: University of West Bohemia, Czech Republic

ISBN: 978-989-8425-08-9

Keyword(s): Hilbert Huang transform, HHT, Empirical mode decomposition, EMD, Event related potentials, ERP, Signal processing, Electroencephalography, EEG.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Enterprise Information Systems ; Human-Computer Interaction ; Intelligent User Interfaces ; Machine Perception: Vision, Speech, Other

Abstract: Event related potentials (ERPs) are detected from continuous EEG.Most common method for ERPs detection is averaging. But this method is not suitable for single trial detection, because it requires lot of epochs. When we are performing attention experiments, it is required to detect ERPs ideally from single epoch. To detect ERP means determine its amplitude and latency. EEG signal is quasi-stationary therefore it is necessary to use signal processing methods designed for this task. We decided to use Hilbert-Huang transform. Its capabilities and problematic for ERP detection are discussed in the paper.

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Paper citation in several formats:
Ciniburk J. and (2010). EMD OVERSHOOT EFECT IN ERP DETECTION ERP - Detection related Specifics of the Empirical Mode Decomposition in EEG Analysis.In Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-989-8425-08-9, pages 238-241. DOI: 10.5220/0002975302380241

@conference{iceis10,
author={Jindrich Ciniburk},
title={EMD OVERSHOOT EFECT IN ERP DETECTION ERP - Detection related Specifics of the Empirical Mode Decomposition in EEG Analysis},
booktitle={Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2010},
pages={238-241},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002975302380241},
isbn={978-989-8425-08-9},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - EMD OVERSHOOT EFECT IN ERP DETECTION ERP - Detection related Specifics of the Empirical Mode Decomposition in EEG Analysis
SN - 978-989-8425-08-9
AU - Ciniburk, J.
PY - 2010
SP - 238
EP - 241
DO - 10.5220/0002975302380241

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