EE
Ethan Eddy
ElectromyographyelectromyographyMachine Learningmyoelectric controlcs.HCgesture recognitionGesturesActive learningActivities of Daily LivingAdaptation
On Valency
published · living versionsW_p74z7c9d·v1 · currentpublished
Comparing Temporal Deep Learning Architectures for Discrete Cross-User Myoelectric Control
with Evan Campbell, Scott Bateman, Erik Scheme
1 version
Preprints & journals
11 papers in the corpus · 2023–2026The 2nd International StepUP Competition for Biometric Footstep Recognition: From Steps to Strides2607.13905v1 · Robyn Larracy, Anant Gupta, Gourav Gupta et al.2026 · 0 citationsarXiv
Transformer-Based Context-Informed Incremental Learning With sDTW Alignment Unlocks Fast and Precise Regression-Based Myoelectric Control.41996427 · Campbell, Evan, Eddy, Ethan, Scheme, Erik2026 · 1 citationIEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. 2026;34:2118-2129
EMG-based wake gestures eliminate false activations during out-of-set activities of daily living: an online myoelectric control study.39746322 · Eddy, Ethan, Campbell, Evan, Bateman, Scott et al.2025 · 9 citationsJournal of neural engineering. 2025;22(1)
Context-Informed Incremental Learning Improves Throughput and Reduces Drift in Regression-Based Myoelectric Control.40323757 · Morrell, Christian, Campbell, Evan, Eddy, Ethan et al.2025 · 1 citationIEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. 2025;33:1841-1852
(Un)supervised (Co)adaptation via Incremental Learning for Myoelectric Control: Motivation, Review, and Future Directions.40853816 · Campbell, Evan, Egle, Fabio, OsWald, Marius et al.2025 · 10 citationsIEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. 2025;33:3565-3582
Screen Guided Training Does Not Capture Goal-Oriented Behaviours: Learning Myoelectric Control Mappings From Scratch Using Context Informed Incremental Learning.40030708 · Campbell, Evan, Eddy, Ethan, Isabel, Xavier et al.2025 · 7 citationsIEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. 2024;PP
Big data in myoelectric control: large multi-user models enable robust zero-shot EMG-based discrete gesture recognition.39380895 · Eddy, Ethan, Campbell, Evan, Bateman, Scott et al.2026 · 22 citationsFrontiers in bioengineering and biotechnology. 2024;12:1463377
Comparing online wrist and forearm EMG-based control using a rhythm game-inspired evaluation environment.39079541 · Meredith, Robyn, Eddy, Ethan, Bateman, Scott et al.2024 · 17 citationsJournal of neural engineering. 2024;21(4)
Understanding the influence of confounding factors in myoelectric control for discrete gesture recognition.38722304 · Eddy, Ethan, Campbell, Evan, Bateman, Scott et al.2024 · 23 citationsJournal of neural engineering. 2024;21(3)
Context-informed incremental learning improves both the performance and resilience of myoelectric control.38702813 · Campbell, Evan, Eddy, Ethan, Bateman, Scott et al.2024 · 20 citationsJournal of neuroengineering and rehabilitation. 2024;21(1):70
A Framework and Call to Action for the Future Development of EMG-Based Input in HCI2304.00582v1 · Ethan Eddy, Erik Scheme, Scott Bateman2023 · 37 citationsarXiv
Career total: 24 works. 11 are in this corpus.
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