Information: Join today and make your research activities more affordable! Technical workshop participation fees and annual registration fees are available at member rates.
Notice: [Important] Announcement of Changes to Registration Fee Payment and Manuscript Upload Procedures for IEICE Technical Meetings
IEICE Technical Committee Submission System
Conference Paper's Information		 Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2023-06-16 16:50
Artifact Reduction in the EEG Grasping-Type Discrimination Task using Independent Component Analysis (ICA) method
Phan Hoang Huu Duc, Masayuki Fujiwara, Kosei Shibata, Hiroaki Wagatsuma (LSSE, Kyushu Institute of Technology) MBE2023-15
Abstract (in Japanese) (See Japanese page) 
(in English) This study examined the artifactual components rejection of Independent Component Analysis (ICA) in Electroencephalogram (EEG) data from three grasping motion classification tasks. An unavoidable issue of EEG is that the data recording mix activities of sources that often contain some large and distracting artifacts. In this study, we use the ICA method combined with visual inspection for removing the contamination. The result showed that although ICA provides high-intensity artifacts rejection, the algorithm may relatively reduce the brain signal of interest for EEG data reconstruction and time-frequency ERD/ERS analysis.
Keyword (in Japanese) (See Japanese page) 
(in English) Electroencephalography (EEG) / grasping tasks / independent component analysis (ICA) / event-related desynchronization/synchronization (ERD/ERS) / / / /  
Reference Info. IEICE Tech. Rep., vol. 123, no. 82, MBE2023-15, pp. 28-33, June 2023.
Paper # MBE2023-15 
Date of Issue 2023-06-09 (MBE) 
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 MBE2023-15

Conference Information
Committee MBE IEE-MBE  
Conference Date 2023-06-16 - 2023-06-16 
Place (in Japanese) (See Japanese page) 
Place (in English) Hokkaido University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) ME, etc. 
Paper Information
Registration To MBE 
Conference Code 2023-06-MBE-MBE 
Language English (Japanese title is available) 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Artifact Reduction in the EEG Grasping-Type Discrimination Task using Independent Component Analysis (ICA) method 
Sub Title (in English)  
Keyword(1) Electroencephalography (EEG)  
Keyword(2) grasping tasks  
Keyword(3) independent component analysis (ICA)  
Keyword(4) event-related desynchronization/synchronization (ERD/ERS)  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Phan Hoang Huu Duc  
1st Author's Affiliation Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology (LSSE, Kyushu Institute of Technology)
2nd Author's Name Masayuki Fujiwara  
2nd Author's Affiliation Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology (LSSE, Kyushu Institute of Technology)
3rd Author's Name Kosei Shibata  
3rd Author's Affiliation Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology (LSSE, Kyushu Institute of Technology)
4th Author's Name Hiroaki Wagatsuma  
4th Author's Affiliation Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology (LSSE, Kyushu Institute of Technology)
5th Author's Name  
5th Author's Affiliation ()
6th Author's Name  
6th Author's Affiliation ()
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
21st Author's Name  
21st Author's Affiliation ()
22nd Author's Name  
22nd Author's Affiliation ()
23rd Author's Name  
23rd Author's Affiliation ()
24th Author's Name  
24th Author's Affiliation ()
25th Author's Name  
25th Author's Affiliation ()
26th Author's Name / /
26th Author's Affiliation ()
()
27th Author's Name / /
27th Author's Affiliation ()
()
28th Author's Name / /
28th Author's Affiliation ()
()
29th Author's Name / /
29th Author's Affiliation ()
()
30th Author's Name / /
30th Author's Affiliation ()
()
31st Author's Name / /
31st Author's Affiliation ()
()
32nd Author's Name / /
32nd Author's Affiliation ()
()
33rd Author's Name / /
33rd Author's Affiliation ()
()
34th Author's Name / /
34th Author's Affiliation ()
()
35th Author's Name / /
35th Author's Affiliation ()
()
36th Author's Name / /
36th Author's Affiliation ()
()
Speaker Author-1 
Date Time 2023-06-16 16:50:00 
Presentation Time 25 minutes 
Registration for MBE 
Paper # MBE2023-15 
Volume (vol) vol.123 
Number (no) no.82 
Page pp.28-33 
#Pages 6 
Date of Issue 2023-06-09 (MBE) 

[Return to Top Page]

[Return to IEICE Web Page]
The Institute of Electronics, Information and Communication Engineers (IEICE), Japan