TY - JOUR AU - Ortiz Catalan, M. AU - Håkansson, B. AU - Brånemark, R. PY - 2014 DA - 2014// TI - Real-time and simultaneous control of artificial limbs based on pattern recognition algorithms JO - IEEE Transactions on Neural Systems and Rehabilitation Engineering VL - 22 UR - https://doi.org/10.1109/TNSRE.2014.2305097 DO - 10.1109/TNSRE.2014.2305097 ID - Ortiz Catalan2014 ER - TY - JOUR AU - Parker, P. AU - Englehart, K. AU - Hudgins, B. PY - 2006 DA - 2006// TI - Myoelectric signal processing for control of powered limb prostheses JO - J Electromyogr Kinesiol VL - 16 UR - https://doi.org/10.1016/j.jelekin.2006.08.006 DO - 10.1016/j.jelekin.2006.08.006 ID - Parker2006 ER - TY - JOUR AU - Farina, D. AU - Aszmann, O. PY - 2014 DA - 2014// TI - Bionic limbs: clinical reality and academic promises JO - Sci Transl Med VL - 12 UR - https://doi.org/10.1186/s12967-014-0257-3 DO - 10.1186/s12967-014-0257-3 ID - Farina2014 ER - TY - JOUR AU - Anna Lisa, C. PY - 2016 DA - 2016// TI - Control of prosthetic hands via the peripheral nervous system JO - Frontiers in neuroscience VL - 10 ID - Anna Lisa2016 ER - TY - JOUR AU - Roche, A. D. PY - 2014 DA - 2014// TI - Prosthetic myoelectric control strategies: a clinical perspective JO - Current Surgery Reports VL - 2 UR - https://doi.org/10.1007/s40137-013-0044-8 DO - 10.1007/s40137-013-0044-8 ID - Roche2014 ER - TY - JOUR AU - Castellini, C. PY - 2009 DA - 2009// TI - Fine detection of grasp force and posture by amputees via surface electromyography JO - Journal of Physiology-Paris VL - 103 UR - https://doi.org/10.1016/j.jphysparis.2009.08.008 DO - 10.1016/j.jphysparis.2009.08.008 ID - Castellini2009 ER - TY - JOUR AU - Zecca, M. AU - Micera, S. PY - 2002 DA - 2002// TI - Control of multifunctional prosthetic hands by processing the electromyographic signal. Critical reviews™ in JO - Biomed Eng VL - 30 ID - Zecca2002 ER - TY - STD TI - Smith LH, Lock BA, and Hargrove L. Effects of window length and classification accuracy on the real-time controllability of pattern recognition myoelectric control. Proceedings of the 18th Congress of the International Society for Electrophysiology and Kinesiology. 2010. ID - ref8 ER - TY - STD TI - Benatti S, et al. Analysis of robust implementation of an EMG pattern recognition based control. Biosignals. 2014; ID - ref9 ER - TY - STD TI - Nazarpour K. Surface EMG signals pattern recognition utilizing an adaptive crosstalk suppression preprocessor. ICSC Congress on ma pc Computational Intelligence Methods and Applications. 2005; ID - ref10 ER - TY - STD TI - Dohnalek P. Human activity recognition on raw sensors data via sparse approximation. International Conference on Telecommunications and Signal. 2013; ID - ref11 ER - TY - STD TI - Chan ADC, Englehart KB. Continuous classification of myoelectric signals for powered prostheses using Gaussian mixture models. Engineering in Medicine and Biology Society. 2003; ID - ref12 ER - TY - JOUR AU - Zhijun, L. PY - 2013 DA - 2013// TI - Boosting-based EMG patterns classification scheme for robustness enhancement JO - IEEE Journal of Biomedical and Health Informatics VL - 17 UR - https://doi.org/10.1109/JBHI.2013.2256920 DO - 10.1109/JBHI.2013.2256920 ID - Zhijun2013 ER - TY - JOUR AU - Cloutier, A. AU - Yang, J. PY - 2013 DA - 2013// TI - Design, control, and sensory feedback of externally powered hand prostheses: a literature review JO - Critical Reviews™ in Biomedical Engineering VL - 2 UR - https://doi.org/10.1615/CritRevBiomedEng.2013007887 DO - 10.1615/CritRevBiomedEng.2013007887 ID - Cloutier2013 ER - TY - JOUR AU - Scheme, E. AU - Englehart, K. PY - 2011 DA - 2011// TI - Electromyogram pattern recognition for control of powered upper-limb prostheses: state of the art and challenges for clinical use JO - J Rehabil Res Dev VL - 48 UR - https://doi.org/10.1682/JRRD.2010.09.0177 DO - 10.1682/JRRD.2010.09.0177 ID - Scheme2011 ER - TY - JOUR AU - Simon, A. M. AU - Hargrove, L. J. AU - Lock, B. A. AU - Kuiken, T. A. PY - 2011 DA - 2011// TI - The target achievement control test: evaluating real-time myoelectric pattern recognition control of a multifunctional upper-limb prosthesis JO - J Rehabil Res Dev VL - 48 UR - https://doi.org/10.1682/JRRD.2010.08.0149 DO - 10.1682/JRRD.2010.08.0149 ID - Simon2011 ER - TY - JOUR AU - Young, A. J. AU - Smith, L. H. AU - Rouse, E. J. AU - Hargrove, L. J. PY - 2014 DA - 2014// TI - A comparison of the real-time controllability of pattern recognition to conventional myoelectric control for discrete and simultaneous movements JO - J Neuroeng Rehabil VL - 11 UR - https://doi.org/10.1186/1743-0003-11-5 DO - 10.1186/1743-0003-11-5 ID - Young2014 ER - TY - JOUR AU - Riillo, F. PY - 2014 DA - 2014// TI - Optimization of EMG-based hand gesture recognition: supervised vs. unsupervised data preprocessing on healthy subjects and transradial amputees JO - Biomedical Signal Processing and Control VL - 14 UR - https://doi.org/10.1016/j.bspc.2014.07.007 DO - 10.1016/j.bspc.2014.07.007 ID - Riillo2014 ER - TY - STD TI - Dalley SA, et al. A multigrasp hand prosthesis for transradial amputees. 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology. 2010. ID - ref19 ER - TY - JOUR AU - Dreiseitl, S. AU - Ohno, M. L. PY - 2002 DA - 2002// TI - Logistic regression and artificial neural network classification models: a methodology review JO - J Biomed Inform VL - 35 UR - https://doi.org/10.1016/S1532-0464(03)00034-0 DO - 10.1016/S1532-0464(03)00034-0 ID - Dreiseitl2002 ER - TY - BOOK AU - Chaiyaratana, N. AU - Zalzala, A. M. S. AU - Datta, D. PY - 1996 DA - 1996// TI - Myoelectric signals pattern recognition for intelligent functional operation of upper-limb prosthesis ID - Chaiyaratana1996 ER - TY - BOOK AU - Hsu, C. W. AU - Chang, C. C. AU - Lin, C. J. PY - 2010 DA - 2010// TI - A practical guide, to support vector classification PB - National Taiwan University, Taipei. Tech. Rep CY - Department of Computer Science ID - Hsu2010 ER - TY - JOUR AU - Hsu, C. W. AU - Lin, C. J. PY - 2002 DA - 2002// TI - A comparison of methods for multi-class support vector machine JO - IEEE Trans Neural Netw VL - 13 UR - https://doi.org/10.1109/TNN.2002.1000139 DO - 10.1109/TNN.2002.1000139 ID - Hsu2002 ER - TY - JOUR AU - Chen, P. H. AU - Lin, C. J. PY - 2011 DA - 2011// TI - LIBSVM: a libray for support vector machines JO - ACM Transactions on Intellingent Systems and Technology VL - 2 ID - Chen2011 ER - TY - STD TI - Ripley BD. Pattern recognition and neural networks. Camb Univ press. 2007; ID - ref25 ER - TY - STD TI - Baykal N, Erkmen AM. Resilient backpropagation for RBF networks. Knowledge-Based Intelligent Engineering Systems and Allied Technologies. 2000. ID - ref26 ER - TY - BOOK AU - Ding, Y. AU - Lushi, E. AU - Li, Q. PY - 2004 DA - 2004// TI - Investigation of quasi-Newton method for unconstrained optimization PB - Simon Fraser University CY - Canada ID - Ding2004 ER - TY - JOUR AU - Powers, D. AU - Martin, D. PY - 2011 DA - 2011// TI - Evaluation from precision, recall and F-measure to ROC, informedness, markedness and correlation JO - J Mach Learn Technol VL - 2 ID - Powers2011 ER - TY - JOUR AU - Demšar, J. PY - 2006 DA - 2006// TI - Statistical comparisons of classifiers over multiple data sets JO - J Mach Learn Res VL - 1 ID - Demšar2006 ER - TY - STD TI - LIBSVM FAQ. 2015. http://www.Csie.Ntu.Edu.Tw/~cjlin/libsvm/faq.Html#/Q04:_Training_and_prediction. Accessed 10 Jun 206. UR - http://www.csie.ntu.edu.tw/~cjlin/libsvm/faq.html#/Q04:_Training_and_prediction ID - ref30 ER - TY - STD TI - Hargrove LJ, et al. A real-time pattern recognition based myoelectric control usability study implemented in a virtual environment. Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE. 2007. ID - ref31 ER -