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Evaluation of Randomized Variable Translation Wavelet Neural Networks
(2018-04-04)
A variable translation wavelet neural network (VT-WNN) is a type
of wavelet neural network that is able to adapt to the changes in the input.
Different learning algorithms have been proposed such as backpropagation ...
Adaptive Wavelet Extreme Learning Machine (AW-ELM) for Index Finger Recognition Using Two-Channel Electromyography
(2018-04-04)
This paper proposes a new structure of wavelet extreme learning machine
i.e.
an
adaptive
wavelet
extreme
learning
machine
(AW-ELM)
for
finger
motion
recognition using only two EMG channels. The adaptation ...
Myoelectric control systems for hand rehabilitation device: a review
(2018-04-04)
One of the challenges of the hand rehabilitation
device is to create a smooth interaction between the device and
user. The smooth interaction can be achieved by considering
myoelectric signal generated by human's muscle. ...
AW-ELM-based Crouch Gait Recognition after ischemic stroke
(2018-04-04)
Crouch Gait (CG) can be observed in the
hemiplegia persons after ischemic stroke. Walking with Crouch
Gait (CG) shown a large gaits disorder. This paper explores the
use of adaptive wavelet extreme learning machine ...
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. ...