2 papers
cs.LG2024
Spatial Adaptation Layer: Interpretable Domain Adaptation For Biosignal Sensor Array Applications
Joao Pereira, Michael Alummoottil, Dimitrios Halatsis +1
Machine learning offers promising methods for processing signals recorded with wearable devices such as surface electromyography (sEMG) and electroencephalography (EEG). However, i…
cs.LG2024
Tackling Electrode Shift In Gesture Recognition with HD-EMG Electrode Subsets
Joao Pereira, Dimitrios Chalatsis, Balint Hodossy +1
sEMG pattern recognition algorithms have been explored extensively in decoding movement intent, yet are known to be vulnerable to changing recording conditions, exhibiting signific…