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 | 59 | 2019 |
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 | 45 | 2021 |
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 | 28 | 2020 |
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 | 26 | 2021 |
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 | 20 | 2019 |
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 | 9 | 2021 |
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 | 2 | 2021 |
sEMG Classication with Convolutional Neural Networks: A Multi-Label Approach for Prosthetic Hand Control A Olsson | 1 | 2018 |
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 | | |