325 citations · 748 across the 26 of their papers we have counts for
3 papers · 1 filter
Higher order tensor decomposition for proportional myoelectric control based on muscle synergies
Ahmed Ebied, Eli Kinney-Lang, Javier Escudero
Muscle synergies have recently been utilised in myoelectric control systems. Thus far, all proposed synergy-based systems rely on matrix factorisation methods. However, this is lim…
Muscle Activity Analysis using Higher-Order Tensor Models: Application to Muscle Synergy Identification
Ahmed Ebied, Eli Kinney-lang, Loukianos Spyrou +1
Higher-order tensor decompositions have hardly been used in muscle activity analysis despite multichannel electromyography (EMG) datasets naturally occurring as multi-way structure…
Normalised Degree Variance
Keith M. Smith, Javier Escudero
Finding graph indices which are unbiased to network size and density is of high importance both within a given field and across fields for enhancing comparability of modern network…