Motor adaptation with passive machines: A first study on the effect of real and virtual stiffness

Motor adaptation to novel force fields is considered as a key mechanism not only for the understanding of skills learning in healthy subjects but also for rehabilitation of neurological subjects. Several studies conducted over the last two decades used active robotic manipulanda to generate force fi...

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Main Authors: Tommasino, Paolo, Melendez-Calderon, A., Burdet, E., Campolo, Domenico
Other Authors: School of Mechanical and Aerospace Engineering
Format: Article
Language:English
Published: 2015
Subjects:
Online Access:https://hdl.handle.net/10356/80824
http://hdl.handle.net/10220/38891
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-808242023-03-04T17:14:28Z Motor adaptation with passive machines: A first study on the effect of real and virtual stiffness Tommasino, Paolo Melendez-Calderon, A. Burdet, E. Campolo, Domenico School of Mechanical and Aerospace Engineering Internal models Motor adaptation Virtual force field learning Motor adaptation to novel force fields is considered as a key mechanism not only for the understanding of skills learning in healthy subjects but also for rehabilitation of neurological subjects. Several studies conducted over the last two decades used active robotic manipulanda to generate force fields capable of perturbing the baseline trajectories of both healthy and impaired subjects. Recent studies showed how motor adaptation to novel force fields can be induced also via virtual environments, whereas the effects of the force are projected onto a virtual hand, while the real hand remains constrained within a channel. This has great potentials of being translated into passive devices, rather than robotic ones, with clear benefits in terms of costs and availability of the devices. However, passive devices and virtual environments have received much less attention at least with regard to motor adaptation. This paper investigates the effects of both the real and virtual stiffness on motor adaptation. In particular, we tested 20 healthy subjects under two different real stiffness conditions (Stiff Channel vs Compliant Channel) and two different virtual conditions (Viscous vs Springy). Our main finding is that compliance of the channel favours a better adaptation featured with less lateral errors and longer retention of the after-effect. We posit that the physical compliance of the channel induces a proprioceptive feedback which is otherwise absent in a stiff condition. NMRC (Natl Medical Research Council, S’pore) Accepted version 2015-12-02T05:02:55Z 2019-12-06T13:59:45Z 2015-12-02T05:02:55Z 2019-12-06T13:59:45Z 2014 Journal Article Tommasino, P., Melendez-Calderon, A., Burdet, E., & Campolo, D. (2014). Motor adaptation with passive machines : a first study on the effect of real and virtual stiffness. Computer Methods and Programs in Biomedicine, 116(2), 145-155. 0169-2607 https://hdl.handle.net/10356/80824 http://hdl.handle.net/10220/38891 10.1016/j.cmpb.2013.12.019 en Computer Methods and Programs in Biomedicine © 2014 Elsevier Ireland Ltd. Published by Elsevier Ireland Ltd. All rights reserved. This is the author created version of a work that has been peer reviewed and accepted for publication by Computer Methods and Programs in Biomedicine, Elsevier Ireland Ltd. It incorporates referee’s comments but changes resulting from the publishing process, such as copyediting, structural formatting, may not be reflected in this document. The published version is available at: [http://dx.doi.org/10.1016/j.cmpb.2013.12.019]. 28 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Internal models
Motor adaptation
Virtual force field learning
spellingShingle Internal models
Motor adaptation
Virtual force field learning
Tommasino, Paolo
Melendez-Calderon, A.
Burdet, E.
Campolo, Domenico
Motor adaptation with passive machines: A first study on the effect of real and virtual stiffness
description Motor adaptation to novel force fields is considered as a key mechanism not only for the understanding of skills learning in healthy subjects but also for rehabilitation of neurological subjects. Several studies conducted over the last two decades used active robotic manipulanda to generate force fields capable of perturbing the baseline trajectories of both healthy and impaired subjects. Recent studies showed how motor adaptation to novel force fields can be induced also via virtual environments, whereas the effects of the force are projected onto a virtual hand, while the real hand remains constrained within a channel. This has great potentials of being translated into passive devices, rather than robotic ones, with clear benefits in terms of costs and availability of the devices. However, passive devices and virtual environments have received much less attention at least with regard to motor adaptation. This paper investigates the effects of both the real and virtual stiffness on motor adaptation. In particular, we tested 20 healthy subjects under two different real stiffness conditions (Stiff Channel vs Compliant Channel) and two different virtual conditions (Viscous vs Springy). Our main finding is that compliance of the channel favours a better adaptation featured with less lateral errors and longer retention of the after-effect. We posit that the physical compliance of the channel induces a proprioceptive feedback which is otherwise absent in a stiff condition.
author2 School of Mechanical and Aerospace Engineering
author_facet School of Mechanical and Aerospace Engineering
Tommasino, Paolo
Melendez-Calderon, A.
Burdet, E.
Campolo, Domenico
format Article
author Tommasino, Paolo
Melendez-Calderon, A.
Burdet, E.
Campolo, Domenico
author_sort Tommasino, Paolo
title Motor adaptation with passive machines: A first study on the effect of real and virtual stiffness
title_short Motor adaptation with passive machines: A first study on the effect of real and virtual stiffness
title_full Motor adaptation with passive machines: A first study on the effect of real and virtual stiffness
title_fullStr Motor adaptation with passive machines: A first study on the effect of real and virtual stiffness
title_full_unstemmed Motor adaptation with passive machines: A first study on the effect of real and virtual stiffness
title_sort motor adaptation with passive machines: a first study on the effect of real and virtual stiffness
publishDate 2015
url https://hdl.handle.net/10356/80824
http://hdl.handle.net/10220/38891
_version_ 1759857674246160384