Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceElectromyographyHumansPattern RecognitionAutomatedAlgorithms
Towards Cross-Subject EMG Pattern Recognition via Dual-Branch Adversarial Feature Disentanglement.
Xinyue Niu, Akira Furui
Published: 202510.1109/EMBC58623.2025.11253475
Abstract
Cross-subject electromyography (EMG) pattern recognition faces significant challenges due to inter-subject variability in muscle anatomy, electrode placement, and signal characteristics. Traditional methods rely on subject-specific calibration data t…
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