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Authors: Jordi Solé-Casals 1 ; François Vialatte 2 ; Zhe Chen 2 and Andrzej Cichocki 2

Affiliations: 1 Signal Processing Group, University of Vic, Spain ; 2 RIKEN Brain Science Institute, LABSP, Japan

Keyword(s): EEG, Alzheimer disease, ICA, BSS, Feature extraction.

Related Ontology Subjects/Areas/Topics: Applications and Services ; Biomedical Engineering ; Biomedical Signal Processing ; Computer Vision, Visualization and Computer Graphics ; Medical Image Detection, Acquisition, Analysis and Processing

Abstract: In this paper we present a quantitative comparisons of different independent component analysis (ICA) algorithms in order to investigate their potential use in preprocessing (such as noise reduction and feature extraction) the electroencephalogram (EEG) data for early detection of Alzhemier disease (AD) or discrimination between AD (or mild cognitive impairment, MCI) and age-match control subjects.

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Paper citation in several formats:
Solé-Casals, J.; Vialatte, F.; Chen, Z. and Cichocki, A. (2008). INVESTIGATION OF ICA ALGORITHMS FOR FEATURE EXTRACTION OF EEG SIGNALS IN DISCRIMINATION OF ALZHEIMER DISEASE. In Proceedings of the First International Conference on Bio-inspired Systems and Signal Processing (BIOSTEC 2008) - Volume 1: BIOSIGNALS; ISBN 978-989-8111-18-0; ISSN 2184-4305, SciTePress, pages 232-235. DOI: 10.5220/0001061902320235

@conference{biosignals08,
author={Jordi Solé{-}Casals. and Fran\c{C}ois Vialatte. and Zhe Chen. and Andrzej Cichocki.},
title={INVESTIGATION OF ICA ALGORITHMS FOR FEATURE EXTRACTION OF EEG SIGNALS IN DISCRIMINATION OF ALZHEIMER DISEASE},
booktitle={Proceedings of the First International Conference on Bio-inspired Systems and Signal Processing (BIOSTEC 2008) - Volume 1: BIOSIGNALS},
year={2008},
pages={232-235},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001061902320235},
isbn={978-989-8111-18-0},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the First International Conference on Bio-inspired Systems and Signal Processing (BIOSTEC 2008) - Volume 1: BIOSIGNALS
TI - INVESTIGATION OF ICA ALGORITHMS FOR FEATURE EXTRACTION OF EEG SIGNALS IN DISCRIMINATION OF ALZHEIMER DISEASE
SN - 978-989-8111-18-0
IS - 2184-4305
AU - Solé-Casals, J.
AU - Vialatte, F.
AU - Chen, Z.
AU - Cichocki, A.
PY - 2008
SP - 232
EP - 235
DO - 10.5220/0001061902320235
PB - SciTePress

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