Paper Abstract and Keywords |
Presentation |
2017-11-10 13:30
[Invited Lecture]
Cerebellar circuits for learning from limited training samples Isao Tokuda (Ritsumei), Huu Hoang, Mitsuo Kawato (ATR) CCS2017-30 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The cerebellum plays a pivotal role in motor learning. Despite a huge amount of degrees-of-freedom involved in movements in the real-world, it can learn with a small number of training samples. To resolve such “curse of dimensionality” problem, we present our hypothesis that the cerebellum controls the degrees-of-freedom by utilizing a unique neural circuit, which efficiently and adaptively synchronizes or desynchronizes neural activities depending upon the stage of learning. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Cerebellar motor learning / Degrees-of-freedom of learning / Curse of dimensionality / Chaotic resonance / Inferior olive / Desynchronization / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 288, CCS2017-30, pp. 49-53, Nov. 2017. |
Paper # |
CCS2017-30 |
Date of Issue |
2017-11-02 (CCS) |
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) |
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CCS2017-30 |
Conference Information |
Committee |
CCS |
Conference Date |
2017-11-09 - 2017-11-10 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Osaka Univ. |
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(See Japanese page) |
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Paper Information |
Registration To |
CCS |
Conference Code |
2017-11-CCS |
Language |
English (Japanese title is available) |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Cerebellar circuits for learning from limited training samples |
Sub Title (in English) |
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Cerebellar motor learning |
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Degrees-of-freedom of learning |
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Curse of dimensionality |
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Chaotic resonance |
Keyword(5) |
Inferior olive |
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Desynchronization |
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1st Author's Name |
Isao Tokuda |
1st Author's Affiliation |
Ritsumeikan University (Ritsumei) |
2nd Author's Name |
Huu Hoang |
2nd Author's Affiliation |
Advanced Telecommunications Research Institute International (ATR) |
3rd Author's Name |
Mitsuo Kawato |
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Advanced Telecommunications Research Institute International (ATR) |
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Speaker |
Author-1 |
Date Time |
2017-11-10 13:30:00 |
Presentation Time |
35 minutes |
Registration for |
CCS |
Paper # |
CCS2017-30 |
Volume (vol) |
vol.117 |
Number (no) |
no.288 |
Page |
pp.49-53 |
#Pages |
5 |
Date of Issue |
2017-11-02 (CCS) |