Paper Abstract and Keywords |
Presentation |
2012-03-26 13:00
[Invited Talk]
Brain science and Brain machine interface Mitsuo Kawato (ATR) ICD2011-148 Link to ES Tech. Rep. Archives: ICD2011-148 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Brain science and neuroscience are rapidly growing scientific fields where researchers try to understand information processing of the brain and its application to medicine, engineering and other areas. Computational neuroscience is a theoretical field where mathematical, physical and engineering techniques are utilized. Brain decoding is a new tool to map brain signals onto information, which the signals represent, mainly utilizing machine learning algorithms. Real time neurofeedback is combined with the computational and decoding methods, thus leading to a new causal tool in neuroscience and opening up new therapeutic ways.
Recently we have developed a new method called “DecNef” (decoded fMRI neurofeedback) to elucidate information processing of human intelligence from fMRI data. How “DecNef” works. Users regulate their brain activity pattern by themselves and receive information that describes how similar the regulated activity pattern is to the target state. By repeating this procedure, the users can modify their brain activity pattern so that it approximates the target pattern. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Brain Machine Interface / DecNef(decoded fMRI neurofeedback) / / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 111, no. 497, ICD2011-148, pp. 19-24, March 2012. |
Paper # |
ICD2011-148 |
Date of Issue |
2012-03-19 (ICD) |
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 |
ICD2011-148 Link to ES Tech. Rep. Archives: ICD2011-148 |
Conference Information |
Committee |
ICD |
Conference Date |
2012-03-26 - 2012-03-26 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Osaka Univ. |
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(See Japanese page) |
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Registration To |
ICD |
Conference Code |
2012-03-ICD |
Language |
Japanese |
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(See Japanese page) |
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(See Japanese page) |
Title (in English) |
Brain science and Brain machine interface |
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Brain Machine Interface |
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DecNef(decoded fMRI neurofeedback) |
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Mitsuo Kawato |
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Advanced Telecommunications Research Institute International (ATR) |
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Speaker |
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Date Time |
2012-03-26 13:00:00 |
Presentation Time |
50 minutes |
Registration for |
ICD |
Paper # |
ICD2011-148 |
Volume (vol) |
vol.111 |
Number (no) |
no.497 |
Page |
pp.19-24 |
#Pages |
6 |
Date of Issue |
2012-03-19 (ICD) |