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Paper Abstract and Keywords
Presentation 2015-12-19 14:50
Discussion on the evaluation of squat training by muscle synergy and principal component analysis
Tatsunori Maeda, Tohru Kiryu (Niigata Univ) MBE2015-73
Abstract (in Japanese) (See Japanese page) 
(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) 
(in English) squat / training effects / muscle activity pattern / muscle synergy / principal component analysis / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 383, MBE2015-73, pp. 61-65, Dec. 2015.
Paper # MBE2015-73 
Date of Issue 2015-12-12 (MBE) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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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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Conference Information
Committee MBE NC  
Conference Date 2015-12-19 - 2015-12-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Nagoya Institute of Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To MBE 
Conference Code 2015-12-MBE-NC 
Language Japanese 
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  
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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)
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Speaker Author-1 
Date Time 2015-12-19 14:50:00 
Presentation Time 25 minutes 
Registration for MBE 
Paper # MBE2015-73 
Volume (vol) vol.115 
Number (no) no.383 
Page pp.61-65 
#Pages
Date of Issue 2015-12-12 (MBE) 


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