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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. ...
A robust myoelectric pattern recognition using online sequential extreme learning machine for finger movement classification
(2017-08-29)
A robust myoelectric pattern-recognition-system requires a system that should work in the real application as good as in the laboratory. However, this demand should be handled properly and rigorously to achieve a robust ...
INDEX FINGER MOTION RECOGNITION USING SELF-ADVISE SUPPORT VECTOR MACHINE
(2017-10-11)
Because of the functionality of an index finger, the disability of its motion in the
modern age can decrease the person’s quality of life. As a part of rehabilitation therapy, the
recognition of the index finger motion ...
Adaptive Myoelectric Pattern Recognition for Arm Movement in Different Positions using Advanced Online Sequential Extreme Learning Machine
(2017-10-11)
The performance of the myoelectric pattern
recognition system sharply decreases when working in various
limb positions. The issue can be solved by cumbersome training
procedure that can anticipate all possible future ...