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Published in: Experimental Brain Research 2/2009

01-06-2009 | Research Article

Learning an environment–actor coordination skill: visuomotor transformation and coherency of perceptual structure

Authors: Young U. Ryu, John J. Buchanan

Published in: Experimental Brain Research | Issue 2/2009

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Abstract

The coordination dynamics of learning were examined in a visuomotor tracking task. Participants produced rhythmic elbow flexion–extension motions to learn a visually defined 90° relative phase tracking pattern with an external sinusoidal signal. There were two visuomotor transformation groups, a correct feedback group and a mirrored feedback group with feedback representing the elbow’s motion transformed by 180°. In Experiment 1, the to-be-tracked signal and the participant’s motion signal were superimposed within a single window display. In Experiment 2, the to-be-tracked signal and participant’s signal were presented in separate windows. Before day 1 practice and 24 h after day 2 practice, participants attempted visually defined 0°, 45°, 90°, 135°, and 180° relative phase tracking patterns either with or without visual feedback of the arm’s motion. Before practice, only the 0° and 180° tracking patterns were stable. Practice led to a decrease in phase error toward the required 90° relative phase pattern with a corresponding increase in stability in both the experiments. No effect of visual transformation on performance emerged during practice in the single window task, but did emerge in the two window task. The one window training facilitated transfer to the four unpracticed relative phase patterns, whereas the two window training display only facilitated transfer performance to a single unpracticed relative phase pattern. These findings suggest that the perceptual structure determined the degree of learning and transfer and interacted with the visuomotor transformation. The present findings are discussed with reference to how the visual display constrains the coherency of independent signals with regard to learning and transfer and the role of perceptual discrimination processes linked to transfer.
Footnotes
1
Typically, the signal to be tracked and the arm’s motion in visuomotor tracking tasks are presented in the form of cursors or lines continuously moving on a monitor. We chose to present the signals as continuous sine waves. Our pre-practice scanning procedure revealed intrinsic dynamics consistent with other tasks that have used continuous cursors to examine tracking (Roerdink et al. 2005; Wilson et al. 2005) or discrete light flashes to examine learning in bimanual tasks (Amazeen 2002; Zanone and Kelso 1992, 1997). This suggests that our display is not introducing oddities inconsistent with other visual presentation techniques and conveys similar information to the participant just in a different format.
 
2
The bimanual learning work of Zanone and Kelso (1992) utilized cycle-to-cycle relative phase plots with both a graphical and numerical representation of the to-be-learned pattern as a means of KR. We know of no studies that have directly compared angle–angle plots with cycle-to-cycle relative phase plots to determine the most relevant form of display with regard to learning such coordination patterns. The literature clearly shows that both forms of KR are beneficial.
 
Literature
go back to reference Alexander GE, Crutcher MD (1990) Preparation for movement: neural representations of intended direction in three motor areas of the monkey. J Neurophysiol 64:133–150PubMed Alexander GE, Crutcher MD (1990) Preparation for movement: neural representations of intended direction in three motor areas of the monkey. J Neurophysiol 64:133–150PubMed
go back to reference Amazeen PG (2002) Is dynamics the content of a generalized motor program for rhythmic interlimb coordination? J Mot Behav 34:233–251PubMedCrossRef Amazeen PG (2002) Is dynamics the content of a generalized motor program for rhythmic interlimb coordination? J Mot Behav 34:233–251PubMedCrossRef
go back to reference Bingham GP, Schmidt RC, Zaal FTJM (1999) Visual perception of the relative phasing of human limb movements. Percept Psychophys 61:246–258PubMed Bingham GP, Schmidt RC, Zaal FTJM (1999) Visual perception of the relative phasing of human limb movements. Percept Psychophys 61:246–258PubMed
go back to reference Bogaerts H, Buekers MJ, Zaal FTJM, Swinnen SP (2003) When visuomotor incongruence aids motor performance: the effect of perceiving motion structures during transformed visual feedback on bimanual coordination. Behav Brain Res 138:45–57PubMedCrossRef Bogaerts H, Buekers MJ, Zaal FTJM, Swinnen SP (2003) When visuomotor incongruence aids motor performance: the effect of perceiving motion structures during transformed visual feedback on bimanual coordination. Behav Brain Res 138:45–57PubMedCrossRef
go back to reference Bowen FP (1969) Visuomotor deficits produced by cryogenic lesions of the caudate. Neuropsychologia 7:59–65CrossRef Bowen FP (1969) Visuomotor deficits produced by cryogenic lesions of the caudate. Neuropsychologia 7:59–65CrossRef
go back to reference Buchanan JJ (2004) Learning a single limb multi-joint coordination pattern: the impact of a mechanical constraint on the coordination dynamics of learning and transfer. Exp Brain Res 156:39–54PubMedCrossRef Buchanan JJ (2004) Learning a single limb multi-joint coordination pattern: the impact of a mechanical constraint on the coordination dynamics of learning and transfer. Exp Brain Res 156:39–54PubMedCrossRef
go back to reference Buchanan JJ, Zihlman K, Ryu YU, Wright DL (2007) Interlimb transfer of a relative phase and amplitude ratio pattern in a multijoint task. J Motor Behav 39:49–67CrossRef Buchanan JJ, Zihlman K, Ryu YU, Wright DL (2007) Interlimb transfer of a relative phase and amplitude ratio pattern in a multijoint task. J Motor Behav 39:49–67CrossRef
go back to reference Buekers MJ, Bogaerts HP, Swinnen SP, Felsen WF (2000) The synchronization of human arm movements to external events. Neurosci Lett 290:181–184PubMedCrossRef Buekers MJ, Bogaerts HP, Swinnen SP, Felsen WF (2000) The synchronization of human arm movements to external events. Neurosci Lett 290:181–184PubMedCrossRef
go back to reference Burgess-Limerick R, Abernethy B, Neal RJ (1991) A statistical problem in testing invariance of movement using the phase plane model. J Motor Behav 23:301–303 Burgess-Limerick R, Abernethy B, Neal RJ (1991) A statistical problem in testing invariance of movement using the phase plane model. J Motor Behav 23:301–303
go back to reference Byblow WD, Chua R, Goodman D (1995) Asymmetries in coupling dynamics of perception and action. J Motor Behav 27:123–137 Byblow WD, Chua R, Goodman D (1995) Asymmetries in coupling dynamics of perception and action. J Motor Behav 27:123–137
go back to reference Carnahan H, Hall C, Lee TD (1996) Delayed visual feedback while learning to track a moving target. Res Q Exercise Sport 67:416–423 Carnahan H, Hall C, Lee TD (1996) Delayed visual feedback while learning to track a moving target. Res Q Exercise Sport 67:416–423
go back to reference Ceux T, Buekers MJ, Montagne G (2003) The effect of enhanced visual feedback on human synchronization. Neurosci Lett 349:103–106PubMedCrossRef Ceux T, Buekers MJ, Montagne G (2003) The effect of enhanced visual feedback on human synchronization. Neurosci Lett 349:103–106PubMedCrossRef
go back to reference Fernandez L, Bootsma RJ (2008) Non-linear gaining in precision aiming: making Fitts’ task a bit easier. Acta Psychol 129:217–227CrossRef Fernandez L, Bootsma RJ (2008) Non-linear gaining in precision aiming: making Fitts’ task a bit easier. Acta Psychol 129:217–227CrossRef
go back to reference Fontaine RJ, Lee TD, Swinnen SP (1997) Learning a new bimanual coordination pattern: reciprocal influences of intrinsic and to-be-learned patterns. Can J Exp Psychol 51:1–9PubMedCrossRef Fontaine RJ, Lee TD, Swinnen SP (1997) Learning a new bimanual coordination pattern: reciprocal influences of intrinsic and to-be-learned patterns. Can J Exp Psychol 51:1–9PubMedCrossRef
go back to reference Foulkes AJM, Miall RC (2000) Adaptation to visual feedback delays in a human manual tracking task. Exp Brain Res 131:101–110PubMedCrossRef Foulkes AJM, Miall RC (2000) Adaptation to visual feedback delays in a human manual tracking task. Exp Brain Res 131:101–110PubMedCrossRef
go back to reference Gibson JJ, Gibson EJ (1955) Perceptual learning: differentiation or enrichment? Psychol Rev 62:32–41PubMedCrossRef Gibson JJ, Gibson EJ (1955) Perceptual learning: differentiation or enrichment? Psychol Rev 62:32–41PubMedCrossRef
go back to reference Grafton ST, Salidis J, Willingham DB (2001) Motor learning of compatible and incompatible visuomotor maps. J Cognitive Neurosci 13:217–231CrossRef Grafton ST, Salidis J, Willingham DB (2001) Motor learning of compatible and incompatible visuomotor maps. J Cognitive Neurosci 13:217–231CrossRef
go back to reference Haken H, Kelso JAS, Bunz H (1985) A theoretical model of phase transitions in bimanual coordination. Biol Cybern 51:347–356PubMedCrossRef Haken H, Kelso JAS, Bunz H (1985) A theoretical model of phase transitions in bimanual coordination. Biol Cybern 51:347–356PubMedCrossRef
go back to reference Hurley SR, Lee TD (2006) The influence of augmented feedback and prior learning on the acquisition of a new bimanual coordination pattern. Hum Movement Sci 25:339–348CrossRef Hurley SR, Lee TD (2006) The influence of augmented feedback and prior learning on the acquisition of a new bimanual coordination pattern. Hum Movement Sci 25:339–348CrossRef
go back to reference Kelso JAS (1984) Phase transitions and critical behavior in human bimanual coordination. Am J Physicol 240:R1000–R1004 Kelso JAS (1984) Phase transitions and critical behavior in human bimanual coordination. Am J Physicol 240:R1000–R1004
go back to reference Kelso JAS, Scholz JAS, Schöner G (1986) Nonequilibrium phase transitions in coordinated biological motion: critical fluctuations. Phys Lett A 118:279–284CrossRef Kelso JAS, Scholz JAS, Schöner G (1986) Nonequilibrium phase transitions in coordinated biological motion: critical fluctuations. Phys Lett A 118:279–284CrossRef
go back to reference Kelso JAS, Buchanan JJ, Wallace SA (1991) Order parameters for the neural organization of single, multijoint limb movement patterns. Exp Brain Res 85:432–444PubMedCrossRef Kelso JAS, Buchanan JJ, Wallace SA (1991) Order parameters for the neural organization of single, multijoint limb movement patterns. Exp Brain Res 85:432–444PubMedCrossRef
go back to reference Kovacs AJ, Buchanan JJ, Shea CH (2008) Perceptual influences on Fitts’ law. Exp Brain Res 190:99–103PubMedCrossRef Kovacs AJ, Buchanan JJ, Shea CH (2008) Perceptual influences on Fitts’ law. Exp Brain Res 190:99–103PubMedCrossRef
go back to reference Kovacs AJ, Buchanan JJ, Shea CH (2009) Bimanual 1:1 with 90° continuous relative phase. Exp Brain Res 193:126–129CrossRef Kovacs AJ, Buchanan JJ, Shea CH (2009) Bimanual 1:1 with 90° continuous relative phase. Exp Brain Res 193:126–129CrossRef
go back to reference Lee TD, Swinnen SP, Verschueren S (1995) Relative phase alterations during bimanual skill acquisition. J Motor Behav 27:263–274 Lee TD, Swinnen SP, Verschueren S (1995) Relative phase alterations during bimanual skill acquisition. J Motor Behav 27:263–274
go back to reference Liao MJ, Jagacinski RJ (2000) A dynamical systems approach to manual performance. J Motor Behav 32:361–378 Liao MJ, Jagacinski RJ (2000) A dynamical systems approach to manual performance. J Motor Behav 32:361–378
go back to reference Mardia KV (1972) Statistics in directional data. Academic Press, London Mardia KV (1972) Statistics in directional data. Academic Press, London
go back to reference Mechsner F, Kerzel D, Knoblich G, Prinz W (2001) Perceptual basis of bimanual coordination. Nature 414:69–71PubMedCrossRef Mechsner F, Kerzel D, Knoblich G, Prinz W (2001) Perceptual basis of bimanual coordination. Nature 414:69–71PubMedCrossRef
go back to reference Peper CE, Beek PJ (1998) Are frequency-induced transitions in rhythmic coordination mediated by a drop in amplitude? Biol Cybern 79:271–300CrossRef Peper CE, Beek PJ (1998) Are frequency-induced transitions in rhythmic coordination mediated by a drop in amplitude? Biol Cybern 79:271–300CrossRef
go back to reference Reed DW, Liu XG, Miall RC (2003) On-line feedback control of human visually guided slow ramp tracking: effects of spatial separation of visual cues. Neurosci Lett 338:29–212CrossRef Reed DW, Liu XG, Miall RC (2003) On-line feedback control of human visually guided slow ramp tracking: effects of spatial separation of visual cues. Neurosci Lett 338:29–212CrossRef
go back to reference Roerdink M, Peper CE, Beek PJ (2005) Effects of correct and transformed visual feedback on rhythmic visuo-motor tracking: tracking performance and visual search behavior. Hum Movement Sci 24:379–402CrossRef Roerdink M, Peper CE, Beek PJ (2005) Effects of correct and transformed visual feedback on rhythmic visuo-motor tracking: tracking performance and visual search behavior. Hum Movement Sci 24:379–402CrossRef
go back to reference Russell DM, Sternad D (2001) Sinusoidal visuomotor tracking: Intermittent servo-control or coupled oscillations? J Motor Behav 33:329–349 Russell DM, Sternad D (2001) Sinusoidal visuomotor tracking: Intermittent servo-control or coupled oscillations? J Motor Behav 33:329–349
go back to reference Sakai K, Hikosaka O, Miyauchi S, Sasaki Y, Fujimaki N, Pütz B (1999) Presupplementary motor area activation during sequence learning reflects visuo-motor association. J Neurosci 19:1–6 Sakai K, Hikosaka O, Miyauchi S, Sasaki Y, Fujimaki N, Pütz B (1999) Presupplementary motor area activation during sequence learning reflects visuo-motor association. J Neurosci 19:1–6
go back to reference Schöner G, Haken K, Kelso JSA (1986) A stochastic theory of phase transitions in human hand movement. Biol Cybern 53:247–257PubMedCrossRef Schöner G, Haken K, Kelso JSA (1986) A stochastic theory of phase transitions in human hand movement. Biol Cybern 53:247–257PubMedCrossRef
go back to reference Schöner G, Zanone PG, Kelso JSA (1992) Learning as a change of coordination dynamics–theory and experiment. J Motor Behav 24:29–48 Schöner G, Zanone PG, Kelso JSA (1992) Learning as a change of coordination dynamics–theory and experiment. J Motor Behav 24:29–48
go back to reference Seidler RD, Noll DC, Chintalapati P (2006) Bilateral basal ganglia activated with sensorimotor adaptation. Exp Brain Res 175:544–555PubMedCrossRef Seidler RD, Noll DC, Chintalapati P (2006) Bilateral basal ganglia activated with sensorimotor adaptation. Exp Brain Res 175:544–555PubMedCrossRef
go back to reference Tomatsu S, Ohtsuki T (2005) The effect of visual transformation on bimanual circling movement. Exp Brain Res 166:277–286PubMedCrossRef Tomatsu S, Ohtsuki T (2005) The effect of visual transformation on bimanual circling movement. Exp Brain Res 166:277–286PubMedCrossRef
go back to reference Wilson AD, Collins DR, Bingham GP (2005) Perceptual coupling in rhythmic movement coordination: stable perception leads to stable action. Exp Brain Res 164:517–528PubMedCrossRef Wilson AD, Collins DR, Bingham GP (2005) Perceptual coupling in rhythmic movement coordination: stable perception leads to stable action. Exp Brain Res 164:517–528PubMedCrossRef
go back to reference Wimmers RH, Beek PJ, Van Wieringen PCW (1992) Phase-transitions in rhythmic tracking movements–a case of unilateral coupling. Hum Movement Sci 11:217–226CrossRef Wimmers RH, Beek PJ, Van Wieringen PCW (1992) Phase-transitions in rhythmic tracking movements–a case of unilateral coupling. Hum Movement Sci 11:217–226CrossRef
go back to reference Zaal FTJM, Bingham GP, Schmidt RC (2000) Visual perception of relative phase and phase variability. J Exp Psychol Human 26:1209–1220CrossRef Zaal FTJM, Bingham GP, Schmidt RC (2000) Visual perception of relative phase and phase variability. J Exp Psychol Human 26:1209–1220CrossRef
go back to reference Zanone PG, Kelso JAS (1992) The evolution of behavioral attractors with learning: nonequilibrium phase transitions. J Exp Psychol Human 18:403–421CrossRef Zanone PG, Kelso JAS (1992) The evolution of behavioral attractors with learning: nonequilibrium phase transitions. J Exp Psychol Human 18:403–421CrossRef
go back to reference Zanone PG, Kelso JAS (1997) Coordination dynamics of learning and transfer: collective and component levels. J Exp Psychol Human 23:1454–1480CrossRef Zanone PG, Kelso JAS (1997) Coordination dynamics of learning and transfer: collective and component levels. J Exp Psychol Human 23:1454–1480CrossRef
Metadata
Title
Learning an environment–actor coordination skill: visuomotor transformation and coherency of perceptual structure
Authors
Young U. Ryu
John J. Buchanan
Publication date
01-06-2009
Publisher
Springer-Verlag
Published in
Experimental Brain Research / Issue 2/2009
Print ISSN: 0014-4819
Electronic ISSN: 1432-1106
DOI
https://doi.org/10.1007/s00221-009-1847-9

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