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.
A method for the estimation of a motor unit innervation zone center position evaluated with a computational semg model.Frontiers in Neurorobotics, 17:1179224
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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.