Artificial Intelligent Based Human Motion Pattern Recognition and Prediction for the Surface Electromyographic Signals

Guo, Xu; Yu, Hu; Zhen, Gao; Yuliang, Liu; Yong, Zhang; Ying, Zhang

doi:10.1109/itcs.2009.65

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2013

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Cited by 7 publications

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“…Levenberg-Marquardt algorithm utilizes an adaptive learning rate and it does not show any oscillatory behavior during learning. The result analysis has clearly unfolded that Levenberg-Marquardt training algorithm with optimal network structure provides better classification with faster response, high error goal and less iteration which certainly agree with previous works [28], [29].…”

Section: Discussionsupporting

confidence: 87%