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Swarm-wavelet based Extreme Learning Machine for Finger Movement Classification on Transradial Amputees
(2016-06-06)
The use of a small number of surface
electromyography (EMG) channels on the transradial amputee
in a myoelectric controller is a big challenge. This paper
proposes a pattern recognition system using an extreme
learning ...
Swarm-based Extreme Learning Machine for Finger Movement Recognition
(2016-06-06)
An accurate finger movement recognition is
required in many robotics prosthetics and assistive hand
devices. The use of a small number of Electromyography
(EMG) channels for classifying the finger movement is a
challenging ...
Real-time Classification of Finger Movements using Two-channel Surface Electromyography
(2017-10-11)
The use of a small number of Electromyography (EMG) channels for classifying the finger movement is a
challenging task. This paper proposes the recognition system for decoding the individual and combined
finger movements ...