The evaluation of the discriminant ability of multiclass SVM in a study of hand motion recognition by using SEMG

Electromyogram (EMG) is a kind of biological signal that is generated because of excitement of muscle according to the motor instruction from a brain. We have been experimentally developing the hand motion recognition system by using 4 channels forearm EMG signals. In our system, in order to classif...

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Hauptverfasser:	Futamata, M., Nagata, K., Magatani, K.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Algorithms Diagnosis, Computer-Assisted - methods Discriminant Analysis Electrodes Electromyography Electromyography - methods Equations Hand - physiology Humans Kernel Movement - physiology Muscle Contraction - physiology Muscle, Skeletal - physiology Pattern recognition Pattern Recognition, Automated - methods Reproducibility of Results Sensitivity and Specificity Support Vector Machine Support vector machines
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