IEICE TRANSACTIONS on Information
Extraction of Movement-Related Potentials from EEG Based on DT-Aided Independent Component Analysis
Summary :
In this paper, our aim is to extract real-time movement-related potentials, especially readiness-potentials, from EEGs with a small number of scalp electrodes. We proposed a method composed of independent component analysis (ICA), dipole tracing (DT) and scalp Laplacian methods. The proposed method shows a good real-time RP extraction capability from a single-trial of movement by means of the selection of EEGs with high reliability based on the DT and the improvement of the spatial resolution of the scalp potentials based on the scalp Laplacian.
- Publication
- IEICE TRANSACTIONS on Information Vol.E86-D No.8 pp.1464-1469
- Publication Date
- 2003/08/01
- Publicized
- Online ISSN
- DOI
- Type of Manuscript
- LETTER
- Category
- Medical Engineering
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Kuniaki UTO, Keiichi HIBI, Yukio KOSUGI, "Extraction of Movement-Related Potentials from EEG Based on DT-Aided Independent Component Analysis" in IEICE TRANSACTIONS on Information,
vol. E86-D, no. 8, pp. 1464-1469, August 2003, doi: .
Abstract: In this paper, our aim is to extract real-time movement-related potentials, especially readiness-potentials, from EEGs with a small number of scalp electrodes. We proposed a method composed of independent component analysis (ICA), dipole tracing (DT) and scalp Laplacian methods. The proposed method shows a good real-time RP extraction capability from a single-trial of movement by means of the selection of EEGs with high reliability based on the DT and the improvement of the spatial resolution of the scalp potentials based on the scalp Laplacian.
URL: https://global.ieice.org/en_transactions/information/10.1587/e86-d_8_1464/_p
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@ARTICLE{e86-d_8_1464,
author={Kuniaki UTO, Keiichi HIBI, Yukio KOSUGI, },
journal={IEICE TRANSACTIONS on Information},
title={Extraction of Movement-Related Potentials from EEG Based on DT-Aided Independent Component Analysis},
year={2003},
volume={E86-D},
number={8},
pages={1464-1469},
abstract={In this paper, our aim is to extract real-time movement-related potentials, especially readiness-potentials, from EEGs with a small number of scalp electrodes. We proposed a method composed of independent component analysis (ICA), dipole tracing (DT) and scalp Laplacian methods. The proposed method shows a good real-time RP extraction capability from a single-trial of movement by means of the selection of EEGs with high reliability based on the DT and the improvement of the spatial resolution of the scalp potentials based on the scalp Laplacian.},
keywords={},
doi={},
ISSN={},
month={August},}
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TY - JOUR
TI - Extraction of Movement-Related Potentials from EEG Based on DT-Aided Independent Component Analysis
T2 - IEICE TRANSACTIONS on Information
SP - 1464
EP - 1469
AU - Kuniaki UTO
AU - Keiichi HIBI
AU - Yukio KOSUGI
PY - 2003
DO -
JO - IEICE TRANSACTIONS on Information
SN -
VL - E86-D
IS - 8
JA - IEICE TRANSACTIONS on Information
Y1 - August 2003
AB - In this paper, our aim is to extract real-time movement-related potentials, especially readiness-potentials, from EEGs with a small number of scalp electrodes. We proposed a method composed of independent component analysis (ICA), dipole tracing (DT) and scalp Laplacian methods. The proposed method shows a good real-time RP extraction capability from a single-trial of movement by means of the selection of EEGs with high reliability based on the DT and the improvement of the spatial resolution of the scalp potentials based on the scalp Laplacian.
ER -
English
