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 2022-06-17 13:55
Development of Brain Machine Interface using EEG when recalling visual images
Wataru Murata, Junichi Hori (NU) MBE2022-7
Abstract (in Japanese) (See Japanese page) 
(in English) To assist the communication of motor-impaired, brain-machine interface (BMI) has been developed in recent years. In this study, we focused on visual recall and silent name recall in the brain, and the brain electrical activities depending on the recalled objects were measured for an interface. We used arrow symbols and Japanese characters (Kanji) those express 4 directions as the recall target. The active areas of electroencephalogram (EEG) were analyzed using cortical dipole imaging. We attempted to discriminate the EEG signals using deep learning technique based on the multilayer perceptron. The results showed that there was a tendency for activities in Broca’s area during recalling. It was suggested that visual recall is useful as BMI.
Keyword (in Japanese) (See Japanese page) 
(in English) Electroencephalogram / Brain-Machine Interface / Visual Recall / Name Recall / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 82, MBE2022-7, pp. 2-4, June 2022.
Paper # MBE2022-7 
Date of Issue 2022-06-10 (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 MBE2022-7

Conference Information
Committee MBE IEE-MBE  
Conference Date 2022-06-17 - 2022-06-17 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) ME, etc. 
Paper Information
Registration To MBE 
Conference Code 2022-06-MBE-MBE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Development of Brain Machine Interface using EEG when recalling visual images 
Sub Title (in English)  
Keyword(1) Electroencephalogram  
Keyword(2) Brain-Machine Interface  
Keyword(3) Visual Recall  
Keyword(4) Name Recall  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Wataru Murata  
1st Author's Affiliation Niigata University (NU)
2nd Author's Name Junichi Hori  
2nd Author's Affiliation Niigata University (NU)
3rd Author's Name  
3rd Author's Affiliation ()
4th Author's Name  
4th Author's Affiliation ()
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 ()
Speaker Author-1 
Date Time 2022-06-17 13:55:00 
Presentation Time 25 minutes 
Registration for MBE 
Paper # MBE2022-7 
Volume (vol) vol.122 
Number (no) no.82 
Page pp.2-4 
#Pages
Date of Issue 2022-06-10 (MBE) 


[Return to Top Page]

[Return to IEICE Web Page]


The Institute of Electronics, Information and Communication Engineers (IEICE), Japan