Alexander Olsson (Former)

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2023
Mark On the Utility of Representation Learning Algorithms for Myoelectric Interfacing
Olsson, Alexander ^LU (2023)
- Thesis › Doctoral thesis (compilation)
2021
Mark A database of high-density surface electromyogram signals comprising 65 isometric hand gestures
Malešević, Nebojša ^LU ; Olsson, Alexander ^LU ; Sager, Paulina ; Andersson, Elin ; Cipriani, Christian ; Controzzi, Marco ; Björkman, Anders ^LU and Antfolk, Christian ^LU (2021) In Scientific Data 8(1).
- Contribution to journal › Article
Mark Learning regularized representations of categorically labelled surface EMG enables simultaneous and proportional myoelectric control
Olsson, Alexander E. ^LU ; Malešević, Nebojša ^LU ; Björkman, Anders ^LU and Antfolk, Christian ^LU (2021) In Journal of NeuroEngineering and Rehabilitation 18.
- Contribution to journal › Article
Mark End-to-End Estimation of Hand- and Wrist Forces From Raw Intramuscular EMG Signals Using LSTM Networks
Olsson, Alexander E ^LU ; Malešević, Nebojša ^LU ; Björkman, Anders ^LU and Antfolk, Christian ^LU (2021) In Frontiers in Neuroscience 15. p.1-10
- Contribution to journal › Article
Mark Can Deep Synthesis of EMG Overcome the Geometric Growth of Training Data Required to Recognize Multiarticulate Motions
Olsson, Alexander E. ^LU ; Malesevic, Nebojsa ^LU ; Bjorkman, Anders and Antfolk, Christian ^LU (2021) 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021 p.6380-6383
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2020
Mark Automatic discovery of resource-restricted Convolutional Neural Network topologies for myoelectric pattern recognition
Olsson, Alexander E. ^LU ; Björkman, Anders ^LU and Antfolk, Christian ^LU (2020) In Computers in Biology and Medicine 120.
- Contribution to journal › Article
2019
Mark Exploiting the Intertemporal Structure of the Upper-Limb sEMG: Comparisons between an LSTM Network and Cross-Sectional Myoelectric Pattern Recognition Methods
Olsson, Alexander ^LU ; Malesevic, Nebojsa ^LU ; Björkman, Anders ^LU and Antfolk, Christian ^LU (2019) 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Extraction of Multi-Labelled Movement Information from the Raw HD-sEMG Image with Time-Domain Depth
Olsson, Alexander E. ^LU ; Sager, Paulina ; Andersson, Elin ; Björkman, Anders ^LU ; Malešević, Nebojša ^LU and Antfolk, Christian ^LU (2019) In Scientific Reports 9(1).
- Contribution to journal › Article