| Presentation | 2017-11-10 [Invited Lecture] Cerebellar circuits for learning from limited training samples Isao Tokuda, Huu Hoang, Mitsuo Kawato, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Cerebellar motor learning / Degrees-of-freedom of learning / Curse of dimensionality / Chaotic resonance / Inferior olive / Desynchronization |
| Paper # | CCS2017-30 |
| Date of Issue | 2017-11-02 (CCS) |
| Conference Information | |
| Committee | CCS |
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| Conference Date | 2017/11/9(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Osaka Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Naoki Wakamiya(Osaka Univ.) |
| Vice Chair | Mikio Hasegawa(Tokyo Univ. of Science) / Makoto Naruse(NICT) |
| Secretary | Mikio Hasegawa(Osaka Univ.) / Makoto Naruse(Tokyo City Univ.) |
| Assistant | Chisa Takano(Hirishima City Univ.) / Takashi Shimada(Univ. of Tokyo) / Tomoya Suzuki(Ibaraki Univ.) / Ryo Takahashi(AUT) |
| Paper Information | |
| Registration To | Technical Committee on Complex Communication Sciences |
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| Language | ENG-JTITLE |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Lecture] Cerebellar circuits for learning from limited training samples |
| Sub Title (in English) | |
| Keyword(1) | Cerebellar motor learning |
| Keyword(2) | Degrees-of-freedom of learning |
| Keyword(3) | Curse of dimensionality |
| Keyword(4) | Chaotic resonance |
| Keyword(5) | Inferior olive |
| Keyword(6) | Desynchronization |
| Keyword(7) | |
| 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 |
| 3rd Author's Affiliation | Advanced Telecommunications Research Institute International(ATR) |
| Date | 2017-11-10 |
| Paper # | CCS2017-30 |
| Volume (vol) | vol.117 |
| Number (no) | CCS-288 |
| Page | pp.pp.49-53(CCS), |
| #Pages | 5 |
| Date of Issue | 2017-11-02 (CCS) |