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the time of publication, the repository is set as restricted access, as it includes modules that are part of ongoing (unpublished) research The pipeline will be made publicly available upon acceptance of the related work All materials are provided under a CC BY-NC-SA 4.0
Institutions
- École Polytechnique Fédérale de Lausanne (CH)
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
- 0.00