Paper Abstract and Keywords |
Presentation |
2021-01-25 16:45
Comparison of ICA Algorithms in the Compressed Sensing EEG Measurement Framework Using OD-ICA Wataru Okumura, Daisuke Kanemoto, Osamu Maida, Tetsuya Hirose (Osaka Univ) VLD2020-52 CPSY2020-35 RECONF2020-71 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Compressed sensing gives reduction of power consumption for electroencephalogram (EEG) measurement system. However, ocular artifacts(OA) for compressed EEG signals cause a serious problem in reconstruction of compressed EEG signal with high accuracy. Therefore, an independent component analysis method using outlier detection (OD-ICA) has been proposed as a method for removing OA. The purpose of this study is to compare and examine three types of independent component analysis algorithms used for OD-ICA and select an algorithm suitable for this framework. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Electroencephalography / Compressed Sensing / Independent Component Analysis / Outlier Detection / Artifact / / / |
Reference Info. |
IEICE Tech. Rep., vol. 120, no. 337, VLD2020-52, pp. 75-79, Jan. 2021. |
Paper # |
VLD2020-52 |
Date of Issue |
2021-01-18 (VLD, CPSY, RECONF) |
ISSN |
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 |
VLD2020-52 CPSY2020-35 RECONF2020-71 |
Conference Information |
Committee |
CPSY RECONF VLD IPSJ-ARC IPSJ-SLDM |
Conference Date |
2021-01-25 - 2021-01-26 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
FPGA Applications, etc. |
Paper Information |
Registration To |
VLD |
Conference Code |
2021-01-CPSY-RECONF-VLD-ARC-SLDM |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Comparison of ICA Algorithms in the Compressed Sensing EEG Measurement Framework Using OD-ICA |
Sub Title (in English) |
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Keyword(1) |
Electroencephalography |
Keyword(2) |
Compressed Sensing |
Keyword(3) |
Independent Component Analysis |
Keyword(4) |
Outlier Detection |
Keyword(5) |
Artifact |
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1st Author's Name |
Wataru Okumura |
1st Author's Affiliation |
Osaka University (Osaka Univ) |
2nd Author's Name |
Daisuke Kanemoto |
2nd Author's Affiliation |
Osaka University (Osaka Univ) |
3rd Author's Name |
Osamu Maida |
3rd Author's Affiliation |
Osaka University (Osaka Univ) |
4th Author's Name |
Tetsuya Hirose |
4th Author's Affiliation |
Osaka University (Osaka Univ) |
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Speaker |
Author-1 |
Date Time |
2021-01-25 16:45:00 |
Presentation Time |
25 minutes |
Registration for |
VLD |
Paper # |
VLD2020-52, CPSY2020-35, RECONF2020-71 |
Volume (vol) |
vol.120 |
Number (no) |
no.337(VLD), no.338(CPSY), no.339(RECONF) |
Page |
pp.75-79 |
#Pages |
5 |
Date of Issue |
2021-01-18 (VLD, CPSY, RECONF) |
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