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| Presentation | 2014-12-13 09:40 Competitive Learning Model for Freezing using Multiple Control Modules Masato Waragai, Naohiro Fukumura (Toyohashi Univ. of Tech.)  NC2014-46 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | A model to control degrees of freedom (DOF) using modular structure is proposed for a problem of redundant degrees of freedom in human motor learning. This model changes different control modules of DOF depending on learning degree of achievement for Freezing and learns more effectively. However, learning order and the changing timing of control module are decided beforehand. In this study, we verify that competitive learning model reproduce freezing without explicit learning order and the changing timing of control module. As a result, this model showed that freezing was reproduced without them. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Degrees of Freedom / Freezing / Modular Structure / Module Competitive / Softmax Selection / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 114, no. 362, NC2014-46, pp. 13-18, Dec. 2014. | |
| Paper # | NC2014-46 | |
| Date of Issue | 2014-12-06 (NC) | |
| 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 | NC2014-46 |
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| Conference Information | |
| Committee | MBE NC |
| Conference Date | 2014-12-13 - 2014-12-13 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Nagoya University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2014-12-MBE-NC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Competitive Learning Model for Freezing using Multiple Control Modules |
| Sub Title (in English) | |
| Keyword(1) | Degrees of Freedom |
| Keyword(2) | Freezing |
| Keyword(3) | Modular Structure |
| Keyword(4) | Module Competitive |
| Keyword(5) | Softmax Selection |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Masato Waragai |
| 1st Author's Affiliation | Toyohashi University of Technology (Toyohashi Univ. of Tech.) |
| 2nd Author's Name | Naohiro Fukumura |
| 2nd Author's Affiliation | Toyohashi University of Technology (Toyohashi Univ. of Tech.) |
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| Speaker | Author-1 |
| Date Time | 2014-12-13 09:40:00 |
| Presentation Time | 20 minutes |
| Registration for | NC |
| Paper # | NC2014-46 |
| Volume (vol) | vol.114 |
| Number (no) | no.362 |
| Page | pp.13-18 |
| #Pages | 6 |
| Date of Issue | 2014-12-06 (NC) |
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