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Alexander E. Olsson
Alexander E. Olsson
PhD Student in Biomedical Engineering, Lund University
Підтверджена електронна адреса в bme.lth.se - Домашня сторінка
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Посилання
Рік
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), 7244, 2019
592019
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), 63, 2021
452021
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
282020
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, 1-19, 2021
262021
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
202019
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, 777329, 2021
92021
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
22021
sEMG Classication with Convolutional Neural Networks: A Multi-Label Approach for Prosthetic Hand Control
A Olsson
12018
On the Utility of Representation Learning Algorithms for Myoelectric Interfacing
A Olsson
2023
Published in: Journal of NeuroEngineering and Rehabilitation 18, 35 (2021) Reprinted under the terms of the Creative Commons Attribute License, CC BY 4.0 license.
AE Olsson
On the Utility of Representation Learning Algorithms for Myoelectric …, 2021
2021
In 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2021© 2021 IEEE. Reprinted with permission.
AE Olsson
On the Utility of Representation Learning Algorithms for Myoelectric …, 2021
2021
Published in: Frontiers in Neuroscience 15, 777329 (2021) Reprinted under the terms of the Creative Commons Attribute License, CC-BY license.
AE Olsson
On the Utility of Representation Learning Algorithms for Myoelectric …, 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
Myoelectric Controls Symposium, 2020
2020
Published in: Computers in Biology and Medicine 120, 103723 (2020) Reprinted under the terms of the Creative Commons Attribute License, CC BY 4.0 license.
AE Olsson
On the Utility of Representation Learning Algorithms for Myoelectric …, 2020
2020
Published in: Scientific Reports 9, 7244 (2019) Reprinted under the terms of the Creative Commons Attribute License, CC-BY-NC 4.0 license.
AE Olsson
On the Utility of Representation Learning Algorithms for Myoelectric …, 2019
2019
In 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2019© 2019 IEEE. Reprinted with permission.
A Olsson
On the Utility of Representation Learning Algorithms for Myoelectric …, 2019
2019
Björkman, C. Antfolk Published in: Scientific Data 8, 63 (2021) Reprinted under the terms of the Creative Commons Attribute License, CC BY 4.0 license.
N Malešević, A Olsson
On the Utility of Representation Learning Algorithms for Myoelectric …, 0
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