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Erik Scheme
Erik Scheme
Associate Director, Institute of Biomedical Engineering; Associate Professor, Electrical Engg
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Electromyogram pattern recognition for control of powered upper-limb prostheses: state of the art and challenges for clinical use.
E Scheme, K Englehart
Journal of Rehabilitation Research & Development 48 (6), 2011
8492011
Resolving the limb position effect in myoelectric pattern recognition
A Fougner, E Scheme, ADC Chan, K Englehart, Ø Stavdahl
IEEE Transactions on Neural Systems and Rehabilitation Engineering 19 (6 …, 2011
3452011
Multiple binary classifications via linear discriminant analysis for improved controllability of a powered prosthesis
LJ Hargrove, EJ Scheme, KB Englehart, BS Hudgins
IEEE Transactions on Neural Systems and Rehabilitation Engineering 18 (1), 49-57, 2010
2232010
Proceedings of the first workshop on peripheral machine interfaces: Going beyond traditional surface electromyography
C Castellini, P Artemiadis, M Wininger, A Ajoudani, M Alimusaj, A Bicchi, ...
Frontiers in neurorobotics 8, 22, 2014
1772014
Feature extraction and selection for myoelectric control based on wearable EMG sensors
A Phinyomark, R N Khushaba, E Scheme
Sensors 18 (5), 1615, 2018
1752018
Selective classification for improved robustness of myoelectric control under nonideal conditions
EJ Scheme, KB Englehart, BS Hudgins
IEEE Transactions on Biomedical Engineering 58 (6), 1698-1705, 2011
1652011
Support vector regression for improved real-time, simultaneous myoelectric control
A Ameri, EN Kamavuako, EJ Scheme, KB Englehart, PA Parker
IEEE Transactions on Neural Systems and Rehabilitation Engineering 22 (6 …, 2014
1472014
Examining the adverse effects of limb position on pattern recognition based myoelectric control
E Scheme, A Fougner, Ø Stavdahl, ADC Chan, K Englehart
2010 annual international conference of the IEEE engineering in medicine and …, 2010
1462010
EMG pattern recognition in the era of big data and deep learning
A Phinyomark, E Scheme
Big Data and Cognitive Computing 2 (3), 21, 2018
1202018
Motion normalized proportional control for improved pattern recognition-based myoelectric control
E Scheme, B Lock, L Hargrove, W Hill, U Kuruganti, K Englehart
IEEE Transactions on Neural Systems and Rehabilitation Engineering 22 (1 …, 2013
1042013
High-density force myography: A possible alternative for upper-limb prosthetic control.
A Radmand, E Scheme, K Englehart
Journal of Rehabilitation Research & Development 53 (4), 2016
1032016
Confidence-based rejection for improved pattern recognition myoelectric control
EJ Scheme, BS Hudgins, KB Englehart
IEEE Transactions on Biomedical Engineering 60 (6), 1563-1570, 2013
982013
Validation of a selective ensemble-based classification scheme for myoelectric control using a three-dimensional Fitts' Law test
EJ Scheme, KB Englehart
IEEE transactions on neural systems and rehabilitation engineering 21 (4 …, 2012
912012
Training strategies for mitigating the effect of proportional control on classification in pattern recognition based myoelectric control
E Scheme, K Englehart
Journal of prosthetics and orthotics: JPO 25 (2), 76, 2013
892013
Real-time, simultaneous myoelectric control using force and position-based training paradigms
A Ameri, EJ Scheme, EN Kamavuako, KB Englehart, PA Parker
IEEE Transactions on Biomedical Engineering 61 (2), 279-287, 2013
812013
Continuous detection and decoding of dexterous finger flexions with implantable myoelectric sensors
JJ Baker, E Scheme, K Englehart, DT Hutchinson, B Greger
IEEE Transactions on Neural Systems and Rehabilitation Engineering 18 (4 …, 2010
812010
A multi-modal approach for hand motion classification using surface EMG and accelerometers
A Fougner, E Scheme, ADC Chan, K Englehart, Ø Stavdahl
2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011
702011
Regression convolutional neural network for improved simultaneous EMG control
A Ameri, MA Akhaee, E Scheme, K Englehart
Journal of neural engineering 16 (3), 036015, 2019
692019
Electromyogram whitening for improved classification accuracy in upper limb prosthesis control
L Liu, P Liu, EA Clancy, E Scheme, KB Englehart
IEEE Transactions on Neural Systems and Rehabilitation Engineering 21 (5 …, 2013
692013
Real-time, simultaneous myoelectric control using a convolutional neural network
A Ameri, MA Akhaee, E Scheme, K Englehart
PloS one 13 (9), e0203835, 2018
542018
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Artikelen 1–20