| Presentation | 2015-12-19 Discussion on the evaluation of squat training by muscle synergy and principal component analysis Tatsunori Maeda, Tohru Kiryu, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Since training relays on subjective judgments such as fatigue, it is difficult to understand the effects and situations of training. We try to reveal the change in muscle activity during squat training with the muscle synergy, and propose a method that could estimate the training situation. Concretely, estimating the muscle synergies from SEMG measured at lower limbs, we attempt to quantify the training effect by principal component analysis of the weight coefficients. The results showed that the first principal component score could represent the training effects. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | squat / training effects / muscle activity pattern / muscle synergy / principal component analysis |
| Paper # | MBE2015-73 |
| Date of Issue | 2015-12-12 (MBE) |
| Conference Information | |
| Committee | MBE / NC |
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| Conference Date | 2015/12/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Nagoya Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Tetsuo Kobayashi(Kyoto Univ.) / Toshimichi Saito(Hosei Univ.) |
| Vice Chair | Yutaka Fukuoka(Kogakuin Univ.) / Shigeo Sato(Tohoku Univ.) |
| Secretary | Yutaka Fukuoka(akita noken) / Shigeo Sato(Kogakuin Univ.) |
| Assistant | Takenori Oida(Kyoto Univ.) / Ryota Horie(Shibaura Inst. of Tech.) / Hiroyuki Kanbara(Tokyo Inst. of Tech.) / Hisanao Akima(Tohoku Univ.) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / Technical Committee on Neurocomputing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Discussion on the evaluation of squat training by muscle synergy and principal component analysis |
| Sub Title (in English) | |
| Keyword(1) | squat |
| Keyword(2) | training effects |
| Keyword(3) | muscle activity pattern |
| Keyword(4) | muscle synergy |
| Keyword(5) | principal component analysis |
| 1st Author's Name | Tatsunori Maeda |
| 1st Author's Affiliation | Niigata University(Niigata Univ) |
| 2nd Author's Name | Tohru Kiryu |
| 2nd Author's Affiliation | Niigata University(Niigata Univ) |
| Date | 2015-12-19 |
| Paper # | MBE2015-73 |
| Volume (vol) | vol.115 |
| Number (no) | MBE-383 |
| Page | pp.pp.61-65(MBE), |
| #Pages | 5 |
| Date of Issue | 2015-12-12 (MBE) |