EMD OVERSHOOT EFECT IN ERP DETECTION ERP - Detection related Specifics of the Empirical Mode Decomposition in EEG Analysis

Jindrich Ciniburk

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.

References

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Paper Citation


in Harvard Style

Ciniburk J. (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 5: ICEIS, ISBN 978-989-8425-08-9, pages 238-241. DOI: 10.5220/0002975302380241


in Bibtex Style

@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 5: ICEIS,},
year={2010},
pages={238-241},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002975302380241},
isbn={978-989-8425-08-9},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 5: 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