Literature DB >> 29071361

The speed-curvature power law of movements: a reappraisal.

Myrka Zago1, Adam Matic2, Tamar Flash3, Alex Gomez-Marin2, Francesco Lacquaniti4,5,6.   

Abstract

Several types of curvilinear movements obey approximately the so called 2/3 power law, according to which the angular speed varies proportionally to the 2/3 power of the curvature. The origin of the law is debated but it is generally thought to depend on physiological mechanisms. However, a recent paper (Marken and Shaffer, Exp Brain Res 88:685-690, 2017) claims that this power law is simply a statistical artifact, being a mathematical consequence of the way speed and curvature are calculated. Here we reject this hypothesis by showing that the speed-curvature power law of biological movements is non-trivial. First, we confirm that the power exponent varies with the shape of human drawing movements and with environmental factors. Second, we report experimental data from Drosophila larvae demonstrating that the power law does not depend on how curvature is calculated. Third, we prove that the law can be violated by means of several mathematical and physical examples. Finally, we discuss biological constraints that may underlie speed-curvature power laws discovered in empirical studies.

Entities:  

Keywords:  Drawing; Motor control; Statistical analysis; Two-thirds power law

Mesh:

Year:  2017        PMID: 29071361     DOI: 10.1007/s00221-017-5108-z

Source DB:  PubMed          Journal:  Exp Brain Res        ISSN: 0014-4819            Impact factor:   1.972


  41 in total

1.  Origins and violations of the 2/3 power law in rhythmic three-dimensional arm movements.

Authors:  S Schaal; D Sternad
Journal:  Exp Brain Res       Date:  2001-01       Impact factor: 1.972

2.  Mathematics. Critical truths about power laws.

Authors:  Michael P H Stumpf; Mason A Porter
Journal:  Science       Date:  2012-02-10       Impact factor: 47.728

3.  Three-dimensional drawings in isometric conditions: relation between geometry and kinematics.

Authors:  J T Massey; J T Lurito; G Pellizzer; A P Georgopoulos
Journal:  Exp Brain Res       Date:  1992       Impact factor: 1.972

4.  Spectrum of power laws for curved hand movements.

Authors:  Dongsung Huh; Terrence J Sejnowski
Journal:  Proc Natl Acad Sci U S A       Date:  2015-07-06       Impact factor: 11.205

5.  Smoothness maximization along a predefined path accurately predicts the speed profiles of complex arm movements.

Authors:  E Todorov; M I Jordan
Journal:  J Neurophysiol       Date:  1998-08       Impact factor: 2.714

6.  The power law of movement: an example of a behavioral illusion.

Authors:  Richard S Marken; Dennis M Shaffer
Journal:  Exp Brain Res       Date:  2017-03-15       Impact factor: 1.972

7.  An algorithm for the generation of curvilinear wrist motion in an arbitrary plane in three-dimensional space.

Authors:  J F Soechting; C A Terzuolo
Journal:  Neuroscience       Date:  1986-12       Impact factor: 3.590

8.  Relation between velocity and curvature in movement: equivalence and divergence between a power law and a minimum-jerk model.

Authors:  J Wann; I Nimmo-Smith; A M Wing
Journal:  J Exp Psychol Hum Percept Perform       Date:  1988-11       Impact factor: 3.332

9.  Comparing smooth arm movements with the two-thirds power law and the related segmented-control hypothesis.

Authors:  Magnus J E Richardson; Tamar Flash
Journal:  J Neurosci       Date:  2002-09-15       Impact factor: 6.167

10.  Implied dynamics biases the visual perception of velocity.

Authors:  Barbara La Scaleia; Myrka Zago; Alessandro Moscatelli; Francesco Lacquaniti; Paolo Viviani
Journal:  PLoS One       Date:  2014-03-25       Impact factor: 3.240

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  8 in total

Review 1.  The power law as behavioral illusion: reappraising the reappraisals.

Authors:  Richard S Marken; Dennis M Shaffer
Journal:  Exp Brain Res       Date:  2018-03-08       Impact factor: 1.972

2.  Comments on Marken and Shaffer: The power law of movement: an example of a behavioral illusion.

Authors:  M M Taylor
Journal:  Exp Brain Res       Date:  2018-02-21       Impact factor: 1.972

3.  Dynamic Primitives Limit Human Force Regulation during Motion.

Authors:  A Michael West; James Hermus; Meghan E Huber; Pauline Maurice; Dagmar Sternad; Neville Hogan
Journal:  IEEE Robot Autom Lett       Date:  2022-01-11

4.  Separating neural influences from peripheral mechanics: the speed-curvature relation in mechanically constrained actions.

Authors:  James Hermus; Joseph Doeringer; Dagmar Sternad; Neville Hogan
Journal:  J Neurophysiol       Date:  2020-03-11       Impact factor: 2.714

5.  Modulation of ellipses drawing by sonification.

Authors:  Eric O Boyer; Frederic Bevilacqua; Emmanuel Guigon; Sylvain Hanneton; Agnes Roby-Brami
Journal:  Exp Brain Res       Date:  2020-03-20       Impact factor: 1.972

6.  The speed-curvature power law in tongue movements of repetitive speech.

Authors:  Stephan R Kuberski; Adamantios I Gafos
Journal:  PLoS One       Date:  2019-03-18       Impact factor: 3.240

7.  Bioinspired Implementation and Assessment of a Remote-Controlled Robot.

Authors:  Yves Rybarczyk; Diogo Gil Carvalho
Journal:  Appl Bionics Biomech       Date:  2019-09-11       Impact factor: 1.781

8.  Do bumblebees have signatures? Demonstrating the existence of a speed-curvature power law in Bombus terrestris locomotion patterns.

Authors:  Laura James; T G Emyr Davies; Ka S Lim; Andrew Reynolds
Journal:  PLoS One       Date:  2020-01-15       Impact factor: 3.240

  8 in total

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