Browsing Systems Design Engineering by Subject "Classification"
Now showing items 1-6 of 6
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Age-related effects on EEG and Brain-computer Interface Classification
(University of Waterloo, 2018-08-13)There is a rapid increase in the number of older adults around the world. This directly translates to an increase in the number of people living with health complications that are more prevalent in the elderly population, ... -
Cancer Classification in Human Brain and Prostate Using Raman Spectroscopy and Machine Learning
(University of Waterloo, 2017-09-27)Real-time assisted classification of cancerous and healthy human tissue is useful to surgeons since visual classification of cancer boundaries is almost impossible to the naked eye. Raman spectroscopy can be used to ... -
Electrocorticographic Features and Classification of Intracranial Glioma
(University of Waterloo, 2021-03-23)During surgical resection of tumorous intracranial tissue in the human brain, different methods are used to locate the boundaries of the tumorous tissue because maximal resection of the tumorous tissue has been associated ... -
EMG-based simultaneous and proportional estimation of wrist/hand kinematics in uni-lateral trans-radial amputees
(BioMed Central, 2012-06-28)We propose a method for estimating wrist kinematics during dynamic wrist contractions from multi-channel surface electromyography (EMG). The algorithm extracts features from the surface EMG and uses dedicated multi-layer ... -
Improving robustness against electrode shift of high density EMG for myoelectric control through common spatial patterns
(BioMed Central, 2015-12-02)Background: Most prosthetic myoelectric control studies have concentrated on low density (less than 16 electrodes, LD) electromyography (EMG) signals, due to its better clinical applicability and low computation complexity ... -
Linear and Nonlinear Regression Techniques for Simultaneous and Proportional Myoelectric Control
(Institute of Electrical and Electronics Engineers, 2014-03-01)In recent years the number of active controllable joints in electrically powered hand-prostheses has increased significantly. However, the control strategies for these devices in current clinical use are inadequate as they ...