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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.HC2024★ 1 cited
HarmonICA: Quasi-Time-Invariant ICA for Motor Unit Decomposition during Dynamic Contractions
Alexander Kenneth Clarke, Dimitrios Halatsis, Agnese Grison +6
Decomposing surface electromyography (EMG) into the spike trains of individual motor neurons is a long-standing inverse problem and a key step toward motor-neuron-driven neural int…