Design and optimization of Levenberg-Marquardt based Neural Network Classifier for EMG signals to identify hand motions

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Design and optimization of Levenberg-Marquardt based Neural Network Classifier for EMG signals to identify hand motions

This paper presents an application of artificial neural network for the classification of single channel EMG signal in the context of hand motion detection. Seven statistical input features that are extracted from the preprocessed single channel EMG signals recorded for four predefined hand moti...

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Bibliographic Details
Main Authors:	Ibrahimy, Muhammad Ibn, Ahsan, Md. Rezwanul, Khalifa, Othman Omran
Format:	Article
Language:	English
Published:	Versita Open, Versita Ltd. London, Great Britain 2013
Subjects:	T Technology (General)
Online Access:	http://irep.iium.edu.my/30535/ http://irep.iium.edu.my/30535/1/Ibrahimy.pdf

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