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) |
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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 |
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Electroencephalogram |
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Brain-Machine Interface |
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Visual Recall |
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Name Recall |
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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) |
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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 |
3 |
Date of Issue |
2022-06-10 (MBE) |
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