An informed autoencoder estimates subject-specific motor unit parameters from surface EMG by reconstructing signals in a latent space that respects physical laws relating parameters to observed signals.
GitHub repository: UAS-Embedded-Systems-Biomechatronics/EMG- concentrated- current-sources
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
method 1
citation-polarity summary
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1roles
method 1polarities
use method 1representative citing papers
citing papers explorer
-
Estimation of Motor Unit Parameters from Surface Electromyograms using an Informed Autoencoder
An informed autoencoder estimates subject-specific motor unit parameters from surface EMG by reconstructing signals in a latent space that respects physical laws relating parameters to observed signals.