Support Vector Regression for Improved Real-Time, Simultaneous Myoelectric Control - Ameri, Ali; Kamavuako, Ernest N.; Scheme, Erik J.; Englehart, Kevin B.; Parker, Philip A. (IEEE transactions on neural systems and rehabilitation engineering, 2014)
Keywords: Adult; Amputee; Artificial neural networks; Biofeedback, Psychology - methods; Computer Systems; Control systems; Data Interpretation, Statistical; electromyogram (EMG); Electromyography; Electromyography - methods; Female; Fitts' Law; Forearm; Humans; Kidnapping; Law; Learning theory; Male; Mathematical analysis; Middle Aged; Movement; Muscle Contraction; Muscle, Skeletal - physiopathology; Myoelectric control; Myoelectricity; Neural networks; Pattern Recognition, Automated - methods; Prosthetics; Real time; Real-time systems; Regression Analysis; Reproducibility of Results; Sensitivity and Specificity; simultaneous control; Support Vector Machine; Support vector machines; Target acquisition; Wrist; Young Adult