| Paper Abstract and Keywords |
| Presentation |
2007-10-11 15:25
Study of Equivalent Dipole Source Estimation by Dipole Layer Imaging and Independent Component Analysis Naotoshi Aoki, Junichi Hori (Niigata Univ.) MBE2007-59 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We have examined suitable estimation method for equivalent dipole sources inside of the brain. Noninvasive visualization methods of electrical activity are expected to analyze functional brain signal processing and to identify the position focii. We estimated an equivalent dipole-layer distribution from the scalp electroencephalogram by a spatio-temporal inverse filters. Equivalent dipole imaging was proposed to estimate cortical dipole layer distribution accounted for scalp potential. We separated each dipole layer distribution using independent component analysis (ICA) to identify the number, position, and moment of dipole sources. In the simulation, we studied the estimation accuracy of the combinational approach using cortical dipole imaging and independent component analysis. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
equivalent dipole source / cortical dipole imaging / head model / independent component analysis / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 107, no. 248, MBE2007-59, pp. 35-38, Oct. 2007. |
| Paper # |
MBE2007-59 |
| Date of Issue |
2007-10-04 (MBE) |
| ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
| Download PDF |
MBE2007-59 |
| Conference Information |
| Committee |
MBE |
| Conference Date |
2007-10-11 - 2007-10-11 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
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| Topics (in Japanese) |
(See Japanese page) |
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| Paper Information |
| Registration To |
MBE |
| Conference Code |
2007-10-MBE |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Study of Equivalent Dipole Source Estimation by Dipole Layer Imaging and Independent Component Analysis |
| Sub Title (in English) |
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| Keyword(1) |
equivalent dipole source |
| Keyword(2) |
cortical dipole imaging |
| Keyword(3) |
head model |
| Keyword(4) |
independent component analysis |
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| 1st Author's Name |
Naotoshi Aoki |
| 1st Author's Affiliation |
Niigata University (Niigata Univ.) |
| 2nd Author's Name |
Junichi Hori |
| 2nd Author's Affiliation |
Niigata University (Niigata Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2007-10-11 15:25:00 |
| Presentation Time |
25 minutes |
| Registration for |
MBE |
| Paper # |
MBE2007-59 |
| Volume (vol) |
vol.107 |
| Number (no) |
no.248 |
| Page |
pp.35-38 |
| #Pages |
4 |
| Date of Issue |
2007-10-04 (MBE) |