OSCR

Structured modulations in high-density EMG patterns from a single muscle enable simultaneous control of natural and extra degrees of freedom.

Overview

Authors: Julien Rossato1,2, Elodie Hinnekens2, Daniele Borzelli2,3, Sergio Gurgone4, Denise Jennifer Berger2,5, Andrea d’Avella2,6
ORCID iDs: Julien Rossato
  1. Interdisciplinary Center for Virtual Reality (CIREVE), University of Caen Normandy, Caen, France
  2. Laboratory of Neuromotor Physiology, IRCSS Fondazione Santa Lucia, Rome, Italy
  3. Laboratory of Physiology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, 28100 Italy
  4. Center for Information and Neural Networks (CiNet), Advanced ICT Research Institute, National Institute of Information and Communications Technology (NICT), Suita, Osaka Japan
  5. Department of Systems Medicine, Center of Space Bio-Medicine, University of Rome Tor Vergata, Rome, Italy
  6. Department of Biology, University of Rome Tor Vergata, Rome, Italy
Journal: Journal of neuroengineering and rehabilitation, volume 23, issue 1, article 235
Dates: received 5 December 2025; accepted 20 May 2026; published online 27 May 2026
Type: Research article · Language: English
License: CC BY-NC-ND
Identifiers: DOI 10.1186/s12984-026-02029-z · PMID 42204716 · PMCID PMC13465195 · OpenAlex W7162561657
Open access: gold, a free copy (OpenAlex)
Status: data only
Categories: other (modality), human (organism), clinical / translational (subfield)
Methods: Spectral & time-frequency, Statistics, Physiology & signal measures
Keywords: High-density electromyography, Muscular null space, Neural inputs detection, Human augmentation, Myoelectric control, Reaching
MeSH: Electromyography*, Muscle, Skeletal*, Adult, Female, Humans, Isometric Contraction, Male, User-Computer Interface, Young Adult (* major topic)
Topic: Muscle activation and electromyography studies (Biomedical Engineering, Engineering), according to OpenAlex
Funding: HORIZON EUROPE Framework Programme (grant agreement No. 101070292)
Citations: not cited yet (Europe PMC); 37 references in the paper

Abstract

The abstract is not reproduced here: the paper's license (CC BY-NC-ND) does not allow it. Read it in the paper, at the publisher or on Europe PMC.

Code

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Tracing map

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Data

Datasets cited

Data availability statement

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  • no repository, dataset or request procedure was recognized in it

Read it in the paper: doi.org/10.1186/s12984-026-02029-z.

Versions

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Version 1, 28 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 6 authors, 6 keywords, 9 MeSH terms, 1 funder, 37 references.

Cite

This paper

Rossato, J., Hinnekens, E., Borzelli, D., Gurgone, S., Berger, D. J., & d’Avella, A. (2026). Structured modulations in high-density EMG patterns from a single muscle enable simultaneous control of natural and extra degrees of freedom. Journal of neuroengineering and rehabilitation, 23(1), 235. https://doi.org/10.1186/s12984-026-02029-z

BibTeX

@article{rossato2026structured,
author = {Rossato, Julien and Hinnekens, Elodie and Borzelli, Daniele and Gurgone, Sergio and Berger, Denise Jennifer and d’Avella, Andrea},
title = {{Structured modulations in high-density EMG patterns from a single muscle enable simultaneous control of natural and extra degrees of freedom}},
journal = {Journal of neuroengineering and rehabilitation},
year = {2026},
month = may,
volume = {23},
number = {1},
pages = {235},
publisher = {BMC},
issn = {1743-0003},
doi = {10.1186/s12984-026-02029-z},
url = {https://doi.org/10.1186/s12984-026-02029-z},
pmid = {42204716},
pmcid = {PMC13465195}
}

RIS

TY - JOUR
AU - Rossato, Julien
AU - Hinnekens, Elodie
AU - Borzelli, Daniele
AU - Gurgone, Sergio
AU - Berger, Denise Jennifer
AU - d’Avella, Andrea
TI - Structured modulations in high-density EMG patterns from a single muscle enable simultaneous control of natural and extra degrees of freedom
T2 - Journal of neuroengineering and rehabilitation
J2 - J Neuroeng Rehabil
PY - 2026
DA - 2026/05/27
VL - 23
IS - 1
SP - 235
SN - 1743-0003
PB - BMC
DO - 10.1186/s12984-026-02029-z
UR - https://doi.org/10.1186/s12984-026-02029-z
LA - en
ER -

CSL-JSON

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"type": "article-journal",
"title": "Structured modulations in high-density EMG patterns from a single muscle enable simultaneous control of natural and extra degrees of freedom",
"container-title": "Journal of neuroengineering and rehabilitation",
"author": [
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"family": "Rossato",
"given": "Julien"
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"container-title-short": "J Neuroeng Rehabil",
"volume": "23",
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"DOI": "10.1186/s12984-026-02029-z",
"PMID": "42204716",
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"ISSN": "1743-0003",
"publisher": "BMC",
"URL": "https://doi.org/10.1186/s12984-026-02029-z",
"language": "en",
"issued": {
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}
}

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