Wavelet analysis for Support Vector Machine classification of motor unit action potentials

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology ◽

10.1109/iembs.2010.5626480 ◽

2010 ◽

Author(s):

Andrzej P Dobrowolski ◽

Mariusz Wierzbowski ◽

Kazimierz Tomczykiewicz

Keyword(s):

Support Vector Machine ◽

Wavelet Analysis ◽

Action Potentials ◽

Support Vector ◽

Support Vector Machine Classification ◽

Motor Unit Action Potentials ◽

Motor Unit Action ◽

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Supervised classification of motor unit action potentials based on estimates of classification certainty

Proceedings of the 15th Annual International Conference of the IEEE Engineering in Medicine and Biology Societ ◽

10.1109/iembs.1993.979099 ◽

2005 ◽

Author(s):

G.M. Paoli ◽

D.W. Stashuk

Keyword(s):

Action Potentials ◽

Supervised Classification ◽

Motor Unit Action Potentials ◽

Motor Unit Action ◽

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Robust supervised classification of motor unit action potentials

Medical & Biological Engineering & Computing ◽

10.1007/bf02522861 ◽

1998 ◽

Vol 36 (1) ◽

pp. 75-82 ◽

Author(s):

D. Stashuk ◽

G. M. Paoli

Keyword(s):

Action Potentials ◽

Supervised Classification ◽

Motor Unit Action Potentials ◽

Motor Unit Action ◽

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PS-1-8 New techniques in the classification of surface detected motor unit action potentials

Electroencephalography and Clinical Neurophysiology/Electromyography and Motor Control ◽

10.1016/0924-980x(95)92723-y ◽

1995 ◽

Vol 97 (4) ◽

pp. S84-S85 ◽

Author(s):

Masafumi Yamada ◽

Komei Kumagai

Keyword(s):

Action Potentials ◽

New Techniques ◽

Motor Unit Action Potentials ◽

Motor Unit Action ◽

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Wavelet analysis of motor unit action potentials

Proceedings of 18th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.1996.647519 ◽

2002 ◽

Author(s):

C.S. Pattichis ◽

M.S. Pattichis ◽

C.N. Schizas

Keyword(s):

Wavelet Analysis ◽

Action Potentials ◽

Motor Unit Action Potentials ◽

Motor Unit Action ◽

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Inference Based Classification Of Motor Unit Action Potentials: A Multiple Algorithm ME Signal Decomposition System

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society Volume 13: 1991 ◽

10.1109/iembs.1991.684219 ◽

2005 ◽

Author(s):

R. Naphan ◽

D. Stashuk

Keyword(s):

Action Potentials ◽

Signal Decomposition ◽

Motor Unit Action Potentials ◽

Motor Unit Action ◽

Decomposition System ◽

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Unsupervised detection and classification of motor unit action potentials in intramuscular electromyography signals

2015 E-Health and Bioengineering Conference (EHB) ◽

10.1109/ehb.2015.7391510 ◽

2015 ◽

Author(s):

Hooman Sedghamiz ◽

Daniele Santonocito

Keyword(s):

Action Potentials ◽

Motor Unit Action Potentials ◽

Motor Unit Action ◽

Intramuscular Electromyography ◽

Unit Action ◽

Electromyography Signals

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Fractal number and spectral skewness: two features for the pattern classification of motor unit action potentials

10.1109/iembs.1989.96505 ◽

2003 ◽

Author(s):

A.F. Kohn

Keyword(s):

Pattern Classification ◽

Action Potentials ◽

Motor Unit Action Potentials ◽

Motor Unit Action ◽

Unit Action ◽

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Information Based Classification Of Motor Unit Action Potentials

[1990] Proceedings of the Twelfth Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.1990.692254 ◽

2005 ◽

Author(s):

R.K. Naphan ◽

D.W. Stashuk

Keyword(s):

Action Potentials ◽

Motor Unit Action Potentials ◽

Motor Unit Action ◽

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A new method for the extraction and classification of single motor unit action potentials from surface EMG signals

Journal of Neuroscience Methods ◽

10.1016/j.jneumeth.2004.01.002 ◽

2004 ◽

Vol 136 (2) ◽

pp. 165-177 ◽

Author(s):

Marco Gazzoni ◽

Dario Farina ◽

Roberto Merletti

Keyword(s):

Action Potentials ◽

Surface Emg ◽

Single Motor Unit ◽

Single Motor ◽

Motor Unit Action Potentials ◽

Motor Unit Action ◽

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Evaluation Of Simulated Motor Unit Action Potentials

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society Volume 13: 1991 ◽

10.1109/iembs.1991.684218 ◽

2005 ◽

Author(s):

D.W. Stashuk ◽

R.K. Naphan

Keyword(s):

Action Potentials ◽

Motor Unit Action Potentials ◽

Motor Unit Action ◽

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