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Alexander E. Olsson
Alexander E. Olsson
PhD Student in Biomedical Engineering, Lund University
Verified email at bme.lth.se - Homepage
Title
Cited by
Cited by
Year
Extraction of multi-labelled movement information from the raw HD-sEMG image with time-domain depth
AE Olsson, P Sager, E Andersson, A Björkman, N Malešević, C Antfolk
Scientific reports 9 (1), 1-10, 2019
302019
Exploiting the Intertemporal Structure of the Upper-Limb sEMG: Comparisons between an LSTM Network and Cross-Sectional Myoelectric Pattern Recognition Methods
A Olsson, N Malešević, A Björkman, C Antfolk
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
132019
Automatic discovery of resource-restricted Convolutional Neural Network topologies for myoelectric pattern recognition
AE Olsson, A Björkman, C Antfolk
Computers in Biology and Medicine 120, 103723, 2020
112020
A database of high-density surface electromyogram signals comprising 65 isometric hand gestures
N Malešević, A Olsson, P Sager, E Andersson, C Cipriani, M Controzzi, ...
Scientific Data 8 (1), 1-10, 2021
102021
Learning regularized representations of categorically labelled surface EMG enables simultaneous and proportional myoelectric control
AE Olsson, N Malešević, A Björkman, C Antfolk
Journal of NeuroEngineering and Rehabilitation 18 (1), 1-19, 2021
72021
End-to-End Estimation of Hand-and Wrist Forces From Raw Intramuscular EMG Signals Using LSTM Networks
AE Olsson, N Malešević, A Björkman, C Antfolk
Frontiers in Neuroscience 15, 2021
12021
sEMG Classication with Convolutional Neural Networks: A Multi-Label Approach for Prosthetic Hand Control
A Olsson
12018
Can Deep Synthesis of EMG Overcome the Geometric Growth of Training Data Required to Recognize Multiarticulate Motions?*
AE Olsson, N Malešević, A Björkman, C Antfolk
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
2021
An Algorithm Calibrated with Categorically Labelled EMG for End-to-End Estimation of Continuous Hand Kinematics
A Olsson, N Malesevic, A Bjorkman, C Antfolk
MEC20 Symposium, 2020
2020
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