Ernest N. Kamavuako
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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
1402014
Multiday EMG-based classification of hand motions with deep learning techniques
M Zia ur Rehman, A Waris, SO Gilani, M Jochumsen, IK Niazi, M Jamil, ...
Sensors 18 (8), 2497, 2018
972018
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
782013
Optimal wavelets for biomedical signal compression
M Nielsen, EN Kamavuako, MM Andersen, MF Lucas, D Farina
Medical and Biological Engineering and Computing 44 (7), 561-568, 2006
782006
Relationship between grasping force and features of single-channel intramuscular EMG signals
EN Kamavuako, D Farina, K Yoshida, W Jensen
Journal of neuroscience methods 185 (1), 143-150, 2009
702009
Simultaneous and proportional force estimation in multiple degrees of freedom from intramuscular EMG
EN Kamavuako, KB Englehart, W Jensen, D Farina
IEEE Transactions on Biomedical Engineering 59 (7), 1804-1807, 2012
612012
Evaluation of the Myo armband for the classification of hand motions
I Mendez, BW Hansen, CM Grabow, EJL Smedegaard, NB Skogberg, ...
2017 International Conference on Rehabilitation Robotics (ICORR), 1211-1214, 2017
582017
Detecting and classifying three different hand movement types through electroencephalography recordings for neurorehabilitation
M Jochumsen, IK Niazi, K Dremstrup, EN Kamavuako
Medical & biological engineering & computing 54 (10), 1491-1501, 2016
572016
Estimation of grasping force from features of intramuscular EMG signals with mirrored bilateral training
EN Kamavuako, D Farina, K Yoshida, W Jensen
Annals of biomedical engineering 40 (3), 648-656, 2012
562012
Surface versus untargeted intramuscular EMG based classification of simultaneous and dynamically changing movements
EN Kamavuako, JC Rosenvang, R Horup, W Jensen, D Farina, ...
IEEE Transactions on neural systems and rehabilitation engineering 21 (6 …, 2013
552013
Combined surface and intramuscular EMG for improved real-time myoelectric control performance
EN Kamavuako, EJ Scheme, KB Englehart
Biomedical Signal Processing and Control 10, 102-107, 2014
492014
Online mapping of EMG signals into kinematics by autoencoding
I Vujaklija, V Shalchyan, EN Kamavuako, N Jiang, HR Marateb, D Farina
Journal of neuroengineering and rehabilitation 15 (1), 1-9, 2018
432018
Multiday evaluation of techniques for EMG-based classification of hand motions
A Waris, IK Niazi, M Jamil, K Englehart, W Jensen, EN Kamavuako
IEEE journal of biomedical and health informatics 23 (4), 1526-1534, 2018
432018
On the usability of intramuscular EMG for prosthetic control: A Fitts’ Law approach
EN Kamavuako, EJ Scheme, KB Englehart
Journal of Electromyography and Kinesiology 24 (5), 770-777, 2014
432014
Influence of the feature space on the estimation of hand grasping force from intramuscular EMG
EN Kamavuako, JC Rosenvang, MF Bøg, A Smidstrup, E Erkocevic, ...
Biomedical Signal Processing and Control 8 (1), 1-5, 2013
422013
Classification of EEG signals to identify variations in attention during motor task execution
S Aliakbaryhosseinabadi, EN Kamavuako, N Jiang, D Farina, ...
Journal of neuroscience methods 284, 27-34, 2017
412017
Wrist torque estimation during simultaneous and continuously changing movements: surface vs. untargeted intramuscular EMG
EN Kamavuako, EJ Scheme, KB Englehart
Journal of neurophysiology 109 (11), 2658-2665, 2013
382013
Determination of optimum threshold values for EMG time domain features; a multi-dataset investigation
EN Kamavuako, EJ Scheme, KB Englehart
Journal of neural engineering 13 (4), 046011, 2016
372016
Real-time, simultaneous myoelectric control using visual target-based training paradigm
A Ameri, EN Kamavuako, EJ Scheme, KB Englehart, PA Parker
Biomedical Signal Processing and Control 13, 8-14, 2014
352014
Stacked sparse autoencoders for EMG-based classification of hand motions: A comparative multi day analyses between surface and intramuscular EMG
M Zia ur Rehman, SO Gilani, A Waris, IK Niazi, G Slabaugh, D Farina, ...
Applied Sciences 8 (7), 1126, 2018
332018
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