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Now showing items 11-14 of 14
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 ...
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 ...
A Novel Upper Limb Rehabilitation System with Self-Driven Virtual Arm Illusion
(2017-10-11)
This paper proposes a novel upper extremity
rehabilitation system with virtual arm illusion. It aims for fast
recovery from lost functions of the upper limb as a result of
stroke to provide a novel rehabilitation system ...
Comparison of EEG Pattern Recognition of Motor Imagery for Finger Movement Classification
(Institute of Advanced Engineering and Science (IAES), 2019, 2019-09-18)
The detection of a hand movement beforehand
can be a beneficent tool to control a prosthetic hand for upper
extremity rehabilitation. To be able to achieve smooth control,
the intention detection is acquired from the ...