How few channels suffice? A hierarchical validation framework for minimal-channel wearable sEMG in upper-limb rehabilitation gesture recognition
- DOI
- 10.1186/s12984-026-02039-x
- Published
- 2026-06-12
- Container
- Journal of NeuroEngineering and Rehabilitation
- Publisher
- Springer Science and Business Media LLC
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.1186/s12984-026-02039-x,
title = {How few channels suffice? A hierarchical validation framework for minimal-channel wearable sEMG in upper-limb rehabilitation gesture recognition},
author = {Xiangyang Li and Huayue Liu and Aoying Shangguan and Huanghe Zhang},
year = {2026},
journal = {Journal of NeuroEngineering and Rehabilitation},
doi = {10.1186/s12984-026-02039-x},
url = {https://doi.org/10.1186/s12984-026-02039-x}
}RIS
TY - JOUR TI - How few channels suffice? A hierarchical validation framework for minimal-channel wearable sEMG in upper-limb rehabilitation gesture recognition AU - Xiangyang Li AU - Huayue Liu AU - Aoying Shangguan AU - Huanghe Zhang PY - 2026 JO - Journal of NeuroEngineering and Rehabilitation DO - 10.1186/s12984-026-02039-x UR - https://doi.org/10.1186/s12984-026-02039-x ER -
APA
Li, X., Liu, H., Shangguan, A., & Zhang, H. (2026). How few channels suffice? A hierarchical validation framework for minimal-channel wearable sEMG in upper-limb rehabilitation gesture recognition. Journal of NeuroEngineering and Rehabilitation. https://doi.org/10.1186/s12984-026-02039-x
Source records
- crossref · retrieved 2026-09-26T21:53:43.901Z