Nonlinear Mappings between Discrete and Simultaneous Motions to Decrease Training Burden of Simultaneous Pattern Recognition Myoelectric Control

Ingraham, Kimberly ;   Smith, Lauren ;   Simon, Ann ;   Hargrove, Levi

Tags Motor neuroprostheses – ProsthesesNeuromuscular systems – EMG processing and applicationsRehabilitation

Real-time simultaneous pattern recognition (PR) control of multiple degrees of freedom (DOF) has been demonstrated using a set of parallel…

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Real-Time Simultaneous Myoelectric Control by Transradial Amputees using Linear and Probability-Weighted Regression

Smith, Lauren ;   Kuiken, Todd ;   Hargrove, Levi

Tags Motor neuroprostheses – ProsthesesMotor neuroprosthesesRehabilitation

Regression-based prosthesis control using surface electromyography (EMG) has demonstrated real-time simultaneous control of multiple degrees…

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