An approach for improving repeatability and reliability of non-negative matrix factorization for muscle synergy analysis
作者： Mohammad S. Shourijeh , Teresa E. Flaxman , Daniel L. Benoit
DOI: 10.1016/J.JELEKIN.2015.12.001
关键词:
摘要: … The aim of this study was to evaluate non-negative matrix factorization (NMF) and … lsqnonneg, and fmincon are MATLAB routines for non-negative matrix factorization, non-negative …
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Leslie Gross Portney, Mary P. Watkins, Foundations of Clinical Research: Applications to Practice ,(2015)
Matthew C. Tresch, Philippe Saltiel, Emilio Bizzi, The construction of movement by the spinal cord Nature Neuroscience. ,vol. 2, pp. 162- 167 ,(1999) , 10.1038/5721
M. Kristiansen, P. Madeleine, E. A. Hansen, A. Samani, Inter-subject variability of muscle synergies during bench press in power lifters and untrained individuals. Scandinavian Journal of Medicine & Science in Sports. ,vol. 25, pp. 89- 97 ,(2015) , 10.1111/SMS.12167
Jonathan P. Walter, Allison L. Kinney, Scott A. Banks, Darryl D. D'Lima, Thor F. Besier, David G. Lloyd, Benjamin J. Fregly, Muscle Synergies May Improve Optimization Prediction of Knee Contact Forces During Walking Journal of Biomechanical Engineering. ,vol. 136, pp. 021031- 021031 ,(2014) , 10.1115/1.4026428
Andrew JJ Smith, Teresa E Flaxman, Andrew D Speirs, Daniel L Benoit, None, Reliability of knee joint muscle activity during weight bearing force control. Journal of Electromyography and Kinesiology. ,vol. 22, pp. 914- 922 ,(2012) , 10.1016/J.JELEKIN.2012.03.010
Hermie J Hermens, Bart Freriks, Catherine Disselhorst-Klug, Günter Rau, Development of recommendations for SEMG sensors and sensor placement procedures Journal of Electromyography and Kinesiology. ,vol. 10, pp. 361- 374 ,(2000) , 10.1016/S1050-6411(00)00027-4
Scott Rickard, Andrzej Cichocki, When is non-negative matrix decomposition unique? conference on information sciences and systems. pp. 1091- 1092 ,(2008) , 10.1109/CISS.2008.4558681
Anderson S. Oliveira, Leonardo Gizzi, Dario Farina, Uwe G. Kersting, Motor modules of human locomotion: influence of EMG averaging, concatenation, and number of step cycles. Frontiers in Human Neuroscience. ,vol. 8, pp. 335- 335 ,(2014) , 10.3389/FNHUM.2014.00335
Aymar de Rugy, Gerald E. Loeb, Timothy J. Carroll, Are muscle synergies useful for neural control Frontiers in Computational Neuroscience. ,vol. 7, pp. 19- 19 ,(2013) , 10.3389/FNCOM.2013.00019
Julien Frère, François Hug, Between-subject variability of muscle synergies during a complex motor skill Frontiers in Computational Neuroscience. ,vol. 6, pp. 99- 99 ,(2012) , 10.3389/FNCOM.2012.00099