LoginProceedings Vol. 11 (2005)
ENGINEERING MECHANICS 2005
NATIONAL CONFERENCE WITH INTERNATIONAL PARTICIPATION
May 9 – 12, 2005, Svratka, Czech Republic
;
May 9 – 12, 2005, Svratka, Czech Republic
Editors: Vladimír Fuis, Petr Krejčí and Tomáš Návrat
Copyright © 2005 Institute of Mechanics of Solids, Faculty of Mechanical Engineering, Bruno University of Technology, Brno
ISBN 80-85918-93-5 (printed)
ISSN 1805-8248 (printed)
ISSN 1805-8256 (electronic)
ISSN 1805-8248 (printed)
ISSN 1805-8256 (electronic)
list of papers scientific commitee
Prediction of muscle forces using neural network backpropagation
Vejpustková J.,Vilímek M., Sochor M.
pages 337 - +4p., full text
pages 337 - +4p., full text
The muscle forces in human beings are difficult to exactly determine, because many muscles act cooperatively. Consequently, the model of a backpropagation neural network with a learning algorithm (BPG) was suggested. The proposed model predicted the muscle forces about 7 elbow actuators without advance knowledge of the relation between inputs and outputs.
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Text and facts may be copied and used freely, but credit should be given to these Proceedings.
All papers were reviewed by members of the scientific committee.
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