The role of muscle synergies in myoelectric control: trends and challenges for simultaneous multifunction control

M Ison, P Artemiadis - Journal of neural engineering, 2014 - iopscience.iop.org
Myoelectric control is filled with potential to significantly change human–robot interaction
due to the ability to non-invasively measure human motion intent. However, current control …

A systematic review on muscle synergies: from building blocks of motor behavior to a neurorehabilitation tool

RE Singh, K Iqbal, G White… - Applied bionics and …, 2018 - Wiley Online Library
The central nervous system (CNS) is believed to utilize specific predefined modules, called
muscle synergies (MS), to accomplish a motor task. Yet questions persist about how the …

The number and choice of muscles impact the results of muscle synergy analyses

KM Steele, MC Tresch, EJ Perreault - Frontiers in computational …, 2013 - frontiersin.org
One theory for how humans control movement is that muscles are activated in weighted
groups or synergies. Studies have shown that electromyography (EMG) from a variety of …

Muscle synergies in neuroscience and robotics: from input-space to task-space perspectives

C Alessandro, I Delis, F Nori, S Panzeri… - Frontiers in …, 2013 - frontiersin.org
In this paper we review the works related to muscle synergies that have been carried-out in
neuroscience and control engineering. In particular, we refer to the hypothesis that the …

A comprehensive spatial mapping of muscle synergies in highly variable upper-limb movements of healthy subjects

A Scano, L Dardari, F Molteni, H Giberti… - Frontiers in …, 2019 - frontiersin.org
Background Recently, muscle synergy analysis has become a standard methodology for
extracting coordination patterns from electromyographic (EMG) signals, and for the …

Effective force control by muscle synergies

DJ Berger, A d'Avella - Frontiers in computational neuroscience, 2014 - frontiersin.org
Muscle synergies have been proposed as a way for the central nervous system (CNS) to
simplify the generation of motor commands and they have been shown to explain a large …

Intra-subject and inter-subject movement variability quantified with muscle synergies in upper-limb reaching movements

K Zhao, Z Zhang, H Wen, A Scano - Biomimetics, 2021 - mdpi.com
Quantifying movement variability is a crucial aspect for clinical and laboratory investigations
in several contexts. However, very few studies have assessed, in detail, the intra-subject …

Modularity in motor control: from muscle synergies to cognitive action representation

A d'Avella, M Giese, YP Ivanenko, T Schack… - Frontiers in …, 2015 - frontiersin.org
Mastering a rich repertoire of motor behaviors, as humans and other animals do, is a
surprising and still a poorly understood outcome of evolution, development, and learning …

A unifying model of concurrent spatial and temporal modularity in muscle activity

I Delis, S Panzeri, T Pozzo… - Journal of …, 2014 - journals.physiology.org
Modularity in the central nervous system (CNS), ie, the brain capability to generate a wide
repertoire of movements by combining a small number of building blocks (“modules”), is …

Using matrix and tensor factorizations for the single-trial analysis of population spike trains

A Onken, JK Liu, PPCR Karunasekara… - PLoS computational …, 2016 - journals.plos.org
Advances in neuronal recording techniques are leading to ever larger numbers of
simultaneously monitored neurons. This poses the important analytical challenge of how to …