Non-negative matrix factorization pipeline for multi-muscle motor-evoked potential

This repository contains the non-negative matrix factorization (NMF) analytical pipeline used to compute entropy of NMF-derived VAF (HVAF) and related outcomes for the manuscript "Complexity of neural outputs elicited by transcranial magnetic stimulation".It includes: Main pipeline to compute HVAF and related outcomes from multi-muscle motor-evoked potential (MEP) data Sample data for the pipeline Note: This version (v1) is archived for reproducibility At the time of publication, the repository is set as restricted access, as it includes modules that are part of ongoing (unpublished) research The pipeline will be made publicly available upon acceptance of the related work All materials are provided under a CC BY-NC-SA 4.0

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-08-27
DOI
https://doi.org/10.5281/zenodo.15807232
Primary Topic
Muscle activation and electromyography studies
Type
article
Field-Weighted Citation Impact
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article

Non-negative matrix factorization pipeline for multi-muscle motor-evoked potential

Zenodo (CERN European Organization for Nuclear Research)
Muscle activation and electromyography studies
article

Non-negative matrix factorization pipeline for multi-muscle motor-evoked potential

article en

Abstract

This repository contains the non-negative matrix factorization (NMF) analytical pipeline used to compute entropy of NMF-derived VAF (HVAF) and related outcomes for the manuscript "Complexity of neural outputs elicited by transcranial magnetic stimulation".It includes: Main pipeline to compute HVAF and related outcomes from multi-muscle motor-evoked potential (MEP) data Sample data for the pipeline Note: This version (v1) is archived for reproducibility At the time of publication, the repository is set as restricted access, as it includes modules that are part of ongoing (unpublished) research The pipeline will be made publicly available upon acceptance of the related work All materials are provided under a CC BY-NC-SA 4.0

Zenodo (CERN European Organization for Nuclear Research)
École Polytechnique Fédérale de Lausanne (CH)
Industry, innovation and infrastructure
Openalex Percentile: Top 55%
Muscle activation and electromyography studies
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