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Optimized Kernel Extreme Learning Machine for Myoelectric Pattern Recognition
(2018-04-04)
Myoelectric pattern recognition (MPR) is used to detect user’s intention to
achieve a smooth interaction between human and machine. The performance
of MPR is influenced by the features extracted and the classifier employed. ...
Evaluation of extreme learning machine for classification of individual and combined finger movements using electromyography on amputees and non-amputees
(2017-10-11)
The success of myoelectric pattern recognition (M-PR) mostly relies on the features extracted and
classifier employed. This paper proposes and evaluates a fast classifier, extreme learning machine (ELM),
to classify ...