Neural network for dynamic human motion prediction
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- 作者：Mohammad Bataineh ; bataineh.moe@gmail.com" class="auth_mail" title="E-mail the corresponding author ; Timothy Marler tmarler@engineering.uiowa.edu" class="auth_mail" title="E-mail the corresponding author ; Karim Abdel-Malek amalek@engineering.uiowa.edu" class="auth_mail" title="E-mail the corresponding author ; Jasbir Arora jasbir-arora@uiowa.edu" class="auth_mail" title="E-mail the corresponding author
- 关键词：Digital human modeling ; Artificial neural networks ; Motion prediction ; General regression neural network
- 刊名：Expert Systems with Applications
- 出版年：2016
- 出版时间：15 April 2016
- 年：2016
- 卷：48
- 期：Complete
- 页码：26-34
- 全文大小：2273 K
文摘
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Successful use of artificial neural network (ANN) to simulate human model motion.
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Experimentation results of using ANN to simulate the tasks of walking and jumping.
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The use of ANN reduces the simulation time from 1–40 min to a fraction of a second.