A Multiclassifier Approach to Motor Unit Potential Classification for EMG Signal Decomposition

A Multiclassifier Approach to Motor Unit Potential Classification for EMG Signal Decomposition

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EMG signal decomposition is the process of resolving a composite EMG signal into its constituent motor unit potential trains (classes) and it can be configured as a classification problem. An EMG signal detected by the tip of an inserted needle electrode is the superposition of the individual e...

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Bibliographic Details
Main Author: Rasheed, Sarbast
Format: Others
Language:en
Published: University of Waterloo 2006
Subjects:
Systems Design
Combination of multiple classifiers
classifier ensembles
motor unit potential classification
motor unit firing patterns
base classifiers
one level classifier fusion
hybrid classifier fusion
diversity measure
classifier agreement.
Online Access:http://hdl.handle.net/10012/934

Internet

http://hdl.handle.net/10012/934

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