| Presentation | 2014-12-13 Competitive Learning Model for Freezing using Multiple Control Modules Masato WARAGAI, Naohiro FUKUMURA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Degrees of Freedom / Freezing / Modular Structure / Module Competitive / Softmax Selection |
| Paper # | NC2014-46 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2014/12/6(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| 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 |
| 1st Author's Name | Masato WARAGAI |
| 1st Author's Affiliation | Department of Informantion and Computer Sciences, Toyohashi University Of Technology() |
| 2nd Author's Name | Naohiro FUKUMURA |
| 2nd Author's Affiliation | Department of Informantion and Computer Sciences, Toyohashi University Of Technology |
| Date | 2014-12-13 |
| Paper # | NC2014-46 |
| Volume (vol) | vol.114 |
| Number (no) | 362 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |