WWW.JNEUROSCI.ORG
-
The Journal of Neuroscience
 QUICK SEARCH:   [advanced]


     
-


HOME
  |  
SEARCH  |   ARCHIVE  |   SUBSCRIBE  |   CONTACT  |   HELP

This Article
Right arrow Full Text
Right arrow Full Text (PDF)
Right arrow Submit an eLetter
Right arrow Alert me when this article is cited
Right arrow Alert me when eLetters are posted
Right arrow Alert me if a correction is posted
Right arrow Citation Map
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in ISI Web of Science
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow reprints & permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via ISI Web of Science (231)
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Flanagan, J. R.
Right arrow Articles by Wing, A. M.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Flanagan, J. R.
Right arrow Articles by Wing, A. M.

 Previous Article  |  Next Article 

Volume 17, Number 4, Issue of February 15, 1997 pp. 1519-1528
Copyright ©1997 Society for Neuroscience

The Role of Internal Models in Motion Planning and Control: Evidence from Grip Force Adjustments during Movements of Hand-Held Loads

Received Oct. 31, 1996; accepted Dec. 6, 1996.

J. Randall Flanagan1 and Alan M. Wing2

1 Department of Psychology, Queen's University, Kingston, Ontario, Canada K7L 3N6, and 2 Medical Research Council Applied Psychology Unit, Cambridge CB2 2EF, United Kingdom

We investigated the issue of whether or not the CNS makes use of an internal model of the motor apparatus in planning and controlling arm movements. In particular, we tested the ability of subjects to predict different hand-held loads by examining grip force adjustments used to stabilize the load in the hand during arm movements.

Subjects grasped a manipulandum using a precision grip with the tips of the thumb and index finger on either side. The grip force (normal to the contact surfaces) and the load force (tangential to the surfaces) were measured, along with the trajectory of the hand. The manipulandum was attached to two servo-controlled linear motors used to create inertial and viscous loads as well as a composite load, including inertial, viscous, and elastic components.

The form of the hand trajectory was independent of load for some subjects but varied systematically across load conditions in others. Nevertheless, under all load conditions and in all subjects, grip force was modulated in parallel with, and thus anticipated, fluctuations in load force despite the marked variation in the form of the load function. This indicates that the CNS is able to predict the load force and the kinematics of hand movement on which the load depends. We suggest this prediction is based on an internal model of the motor apparatus and external load and is used to determine the grip forces required to stabilize the load.

Key words: internal model; feedforward control; reaching movement; dynamics; grip force; load force; hand trajectory




This article has been cited by other articles:


Home page
J. Neurophysiol.Home page
P. Gysin, T. R. Kaminski, C. J. Hass, C. E. Grobet, and A. M. Gordon
Effects of Gait Variations on Grip Force Coordination During Object Transport
J Neurophysiol, November 1, 2008; 100(5): 2477 - 2485.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
O. White, N. Dowling, R. M. Bracewell, and J. Diedrichsen
Hand Interactions in Rapid Grip Force Adjustments Are Independent of Object Dynamics
J Neurophysiol, November 1, 2008; 100(5): 2738 - 2745.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
D. W. Franklin, E. Burdet, K. Peng Tee, R. Osu, C.-M. Chew, T. E. Milner, and M. Kawato
CNS Learns Stable, Accurate, and Efficient Movements Using a Simple Algorithm
J. Neurosci., October 29, 2008; 28(44): 11165 - 11173.
[Abstract] [Full Text] [PDF]


Home page
Neurorehabil Neural RepairHome page
J. Hermsdorfer, Z. Elias, J. D. Cole, B. M. Quaney, and D. A. Nowak
Preserved and Impaired Aspects of Feed-Forward Grip Force Control After Chronic Somatosensory Deafferentation
Neurorehabil Neural Repair, July 1, 2008; 22(4): 374 - 384.
[Abstract] [PDF]


Home page
J. Neurosci.Home page
S. Tremblay, G. Houle, and D. J. Ostry
Specificity of Speech Motor Learning
J. Neurosci., March 5, 2008; 28(10): 2426 - 2434.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
D. Kourtis, H. F. Kwok, N. Roach, A. M. Wing, and P. Praamstra
Maintaining Grip: Anticipatory and Reactive EEG Responses to Load Perturbations
J Neurophysiol, February 1, 2008; 99(2): 545 - 553.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
F. Danion and F. R. Sarlegna
Can the Human Brain Predict the Consequences of Arm Movement Corrections When Transporting an Object? Hints from Grip Force Adjustments
J. Neurosci., November 21, 2007; 27(47): 12839 - 12843.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
T. E. Hudson, L. T. Maloney, and M. S. Landy
Movement Planning With Probabilistic Target Information
J Neurophysiol, November 1, 2007; 98(5): 3034 - 3046.
[Abstract] [Full Text] [PDF]


Home page
Neurorehabil Neural RepairHome page
J. M. Blennerhassett, T. A. Matyas, and L. M. Carey
Impaired Discrimination of Surface Friction Contributes to Pinch Grip Deficit After Stroke
Neurorehabil Neural Repair, May 1, 2007; 21(3): 263 - 272.
[Abstract] [PDF]


Home page
J. Neurosci.Home page
M. Davare, M. Andres, E. Clerget, J.-L. Thonnard, and E. Olivier
Temporal Dissociation between Hand Shaping and Grip Force Scaling in the Anterior Intraparietal Area
J. Neurosci., April 11, 2007; 27(15): 3974 - 3980.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
A. M. Green, H. Meng, and D. E. Angelaki
A Reevaluation of the Inverse Dynamic Model for Eye Movements
J. Neurosci., February 7, 2007; 27(6): 1346 - 1355.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
E. P. Gardner, J. Y. Ro, K. S. Babu, and S. Ghosh
Neurophysiology of Prehension. II. Response Diversity in Primary Somatosensory (S-I) and Motor (M-I) Cortices
J Neurophysiol, February 1, 2007; 97(2): 1656 - 1670.
[Abstract] [Full Text] [PDF]


Home page
Cereb CortexHome page
M Davare, J Duque, Y Vandermeeren, J-L Thonnard, and E Olivier
Role of the Ipsilateral Primary Motor Cortex in Controlling the Timing of Hand Muscle Recruitment
Cereb Cortex, February 1, 2007; 17(2): 353 - 362.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
R. Gupta and J. Ashe
Lack of Adaptation to Random Conflicting Force Fields of Variable Magnitude
J Neurophysiol, January 1, 2007; 97(1): 738 - 745.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
M. Chhabra and R. A. Jacobs
Near-Optimal Human Adaptive Control across Different Noise Environments.
J. Neurosci., October 18, 2006; 26(42): 10883 - 10887.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
M. Synofzik, P. Thier, and A. Lindner
Internalizing Agency of Self-Action: Perception of One's Own Hand Movements Depends on an Adaptable Prediction About the Sensory Action Outcome
J Neurophysiol, September 1, 2006; 96(3): 1592 - 1601.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
L. E. Sergio, C. Hamel-Paquet, and J. F. Kalaska
Motor Cortex Neural Correlates of Output Kinematics and Kinetics During Isometric-Force and Arm-Reaching Tasks
J Neurophysiol, October 1, 2005; 94(4): 2353 - 2378.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
M. Zago and F. Lacquaniti
Internal Model of Gravity for Hand Interception: Parametric Adaptation to Zero-Gravity Visual Targets on Earth
J Neurophysiol, August 1, 2005; 94(2): 1346 - 1357.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
P. R. Davidson, D. M. Wolpert, S. H. Scott, and J. R. Flanagan
Common Encoding of Novel Dynamic Loads Applied to the Hand and Arm
J. Neurosci., June 1, 2005; 25(22): 5425 - 5429.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
B. M. Quaney, R. J. Nudo, and K. J. Cole
Can Internal Models of Objects be Utilized for Different Prehension Tasks?
J Neurophysiol, April 1, 2005; 93(4): 2021 - 2027.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
M. A. Smith and J. F. Soechting
Modulation of Grasping Forces During Object Transport
J Neurophysiol, January 1, 2005; 93(1): 137 - 145.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
D. B. Debicki and P. L. Gribble
Inter-Joint Coupling Strategy During Adaptation to Novel Viscous Loads in Human Arm Movement
J Neurophysiol, August 1, 2004; 92(2): 754 - 765.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
M. Zago, G. Bosco, V. Maffei, M. Iosa, Y. P. Ivanenko, and F. Lacquaniti
Internal Models of Target Motion: Expected Dynamics Overrides Measured Kinematics in Timing Manual Interceptions
J Neurophysiol, April 1, 2004; 91(4): 1620 - 1634.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
H. Imamizu, T. Kuroda, T. Yoshioka, and M. Kawato
Functional Magnetic Resonance Imaging Examination of Two Modular Architectures for Switching Multiple Internal Models
J. Neurosci., February 4, 2004; 24(5): 1173 - 1181.
[Abstract] [Full Text] [PDF]


Home page
BrainHome page
D. A. Nowak, S. Glasauer, and J. Hermsdorfer
How predictive is grip force control in the complete absence of somatosensory feedback?
Brain, January 1, 2004; 127(1): 182 - 192.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
H. H. Ehrsson, A. Fagergren, R. S. Johansson, and H. Forssberg
Evidence for the Involvement of the Posterior Parietal Cortex in Coordination of Fingertip Forces for Grasp Stability in Manipulation
J Neurophysiol, November 1, 2003; 90(5): 2978 - 2986.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
D. W. Franklin, R. Osu, E. Burdet, M. Kawato, and T. E. Milner
Adaptation to Stable and Unstable Dynamics Achieved By Combined Impedance Control and Inverse Dynamics Model
J Neurophysiol, November 1, 2003; 90(5): 3270 - 3282.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
M. Hirashima, K. Ohgane, K. Kudo, K. Hase, and T. Ohtsuki
Counteractive Relationship Between the Interaction Torque and Muscle Torque at the Wrist Is Predestined in Ball-Throwing
J Neurophysiol, September 1, 2003; 90(3): 1449 - 1463.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
C. Tong and J. R. Flanagan
Task-Specific Internal Models for Kinematic Transformations
J Neurophysiol, August 1, 2003; 90(2): 578 - 585.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
A. G. Witney and D. M. Wolpert
Spatial Representation of Predictive Motor Learning
J Neurophysiol, April 1, 2003; 89(4): 1837 - 1843.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
M. Hirashima, K. Kudo, and T. Ohtsuki
Utilization and Compensation of Interaction Torques During Ball-Throwing Movements
J Neurophysiol, April 1, 2003; 89(4): 1784 - 1796.
[Abstract] [Full Text] [PDF]


Home page
BrainHome page
J. Duque, J.-L. Thonnard, Y. Vandermeeren, G. Sebire, G. Cosnard, and E. Olivier
Correlation between impaired dexterity and corticospinal tract dysgenesis in congenital hemiplegia
Brain, March 1, 2003; 126(3): 732 - 747.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
A.-S. Augurelle, A. M. Smith, T. Lejeune, and J.-L. Thonnard
Importance of Cutaneous Feedback in Maintaining a Secure Grip During Manipulation of Hand-Held Objects
J Neurophysiol, February 1, 2003; 89(2): 665 - 671.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
J. Monzee, Y. Lamarre, and A. M. Smith
The Effects of Digital Anesthesia on Force Control Using a Precision Grip
J Neurophysiol, February 1, 2003; 89(2): 672 - 683.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
L. E. Sergio and J. F. Kalaska
Systematic Changes in Motor Cortex Cell Activity With Arm Posture During Directional Isometric Force Generation
J Neurophysiol, January 1, 2003; 89(1): 212 - 228.
[Abstract] [Full Text] [PDF]


Home page
Am. J. PsychiatryHome page
Y. Delevoye-Turrell, A. Giersch, and J.-M. Danion
Abnormal Sequencing of Motor Actions in Patients With Schizophrenia: Evidence From Grip Force Adjustments During Object Manipulation
Am J Psychiatry, January 1, 2003; 160(1): 134 - 141.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
B. Mehta and S. Schaal
Forward Models in Visuomotor Control
J Neurophysiol, August 1, 2002; 88(2): 942 - 953.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
M. B. Shapiro, G. L. Gottlieb, C. G. Moore, and D. M. Corcos
Electromyographic Responses to an Unexpected Load in Fast Voluntary Movements: Descending Regulation of Segmental Reflexes
J Neurophysiol, August 1, 2002; 88(2): 1059 - 1063.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
C. Tong, D. M. Wolpert, and J. R. Flanagan
Kinematics and Dynamics Are Not Represented Independently in Motor Working Memory: Evidence from an Interference Study
J. Neurosci., February 1, 2002; 22(3): 1108 - 1113.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
Y. Ohki, B. B. Edin, and R. S. Johansson
Predictions Specify Reactive Control of Individual Digits in Manipulation
J. Neurosci., January 15, 2002; 22(2): 600 - 610.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
J. Hore, S. Watts, M. Leschuk, and A. MacDougall
Control of Finger Grip Forces in Overarm Throws Made by Skilled Throwers
J Neurophysiol, December 1, 2001; 86(6): 2678 - 2689.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
D. Timmann, R. Citron, S. Watts, and J. Hore
Increased Variability in Finger Position Occurs Throughout Overarm Throws Made by Cerebellar and Unskilled Subjects
J Neurophysiol, December 1, 2001; 86(6): 2690 - 2702.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
I. Birznieks, P. Jenmalm, A. W. Goodwin, and R. S. Johansson
Encoding of Direction of Fingertip Forces by Human Tactile Afferents
J. Neurosci., October 15, 2001; 21(20): 8222 - 8237.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
M.-J. Boudreau, T. Brochier, M. Pare, and A. M. Smith
Activity in Ventral and Dorsal Premotor Cortex in Response to Predictable Force-Pulse Perturbations in a Precision Grip Task
J Neurophysiol, September 1, 2001; 86(3): 1067 - 1078.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
D. M. Shiller, D. J. Ostry, P. L. Gribble, and R. Laboissiere
Compensation for the Effects of Head Acceleration on Jaw Movement in Speech
J. Neurosci., August 15, 2001; 21(16): 6447 - 6456.
[Abstract] [Full Text] [PDF]


Home page
Physiol. Rev.Home page
G. Bosco and R. E. Poppele
Proprioception From a Spinocerebellar Perspective
Physiol Rev, April 1, 2001; 81(2): 539 - 568.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
J. R. Flanagan and S. Lolley
The Inertial Anisotropy of the Arm Is Accurately Predicted during Movement Planning
J. Neurosci., February 15, 2001; 21(4): 1361 - 1369.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
P. Jenmalm, S. Dahlstedt, and R. S. Johansson
Visual and Tactile Information About Object-Curvature Control Fingertip Forces and Grasp Kinematics in Human Dexterous Manipulation
J Neurophysiol, December 1, 2000; 84(6): 2984 - 2997.
[Abstract] [Full Text] [PDF]


Home page
J. Neurol. Neurosurg. PsychiatryHome page
D Timmann, S Richter, S Bestmann, K T Kalveram, and J Konczak
Predictive control of muscle responses to arm perturbations in cerebellar patients
J. Neurol. Neurosurg. Psychiatry, September 1, 2000; 69(3): 345 - 352.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
R. H. LaMotte
Softness Discrimination With a Tool
J Neurophysiol, April 1, 2000; 83(4): 1777 - 1786.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
W. J. Kargo and S. F. Giszter
Afferent Roles in Hindlimb Wipe-Reflex Trajectories: Free-Limb Kinematics and Motor Patterns
J Neurophysiol, March 1, 2000; 83(3): 1480 - 1501.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
R. A. Scheidt and W. Z. Rymer
Control Strategies for the Transition From Multijoint to Single-Joint Arm Movements Studied Using a Simple Mechanical Constraint
J Neurophysiol, January 1, 2000; 83(1): 1 - 12.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
A. G. Witney, S. J. Goodbody, and D. M. Wolpert
Predictive Motor Learning of Temporal Delays
J Neurophysiol, November 1, 1999; 82(5): 2039 - 2048.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
P. L. Gribble and D. J. Ostry
Compensation for Interaction Torques During Single- and Multijoint Limb Movement
J Neurophysiol, November 1, 1999; 82(5): 2310 - 2326.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
M. K. O. Burstedt, J. R. Flanagan, and R. S. Johansson
Control of Grasp Stability in Humans Under Different Frictional Conditions During Multidigit Manipulation
J Neurophysiol, November 1, 1999; 82(5): 2393 - 2405.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
J. Hore, S. Watts, and D. Tweed
Prediction and Compensation by an Internal Model for Back Forces During Finger Opening in an Overarm Throw
J Neurophysiol, September 1, 1999; 82(3): 1187 - 1197.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
J. R. Flanagan, M. K. O. Burstedt, and R. S. Johansson
Control of Fingertip Forces in Multidigit Manipulation
J Neurophysiol, April 1, 1999; 81(4): 1706 - 1717.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
A. W. Goodwin, P. Jenmalm, and R. S. Johansson
Control of Grip Force When Tilting Objects: Effect of Curvature of Grasped Surfaces and Applied Tangential Torque
J. Neurosci., December 15, 1998; 18(24): 10724 - 10734.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
I. Birznieks, M. K. O. Burstedt, B. B. Edin, and R. S. Johansson
Mechanisms for Force Adjustments to Unpredictable Frictional Changes at Individual Digits During Two-Fingered Manipulation
J Neurophysiol, October 1, 1998; 80(4): 1989 - 2002.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
S. J. Blakemore, S. J. Goodbody, and D. M. Wolpert
Predicting the Consequences of Our Own Actions: The Role of Sensorimotor Context Estimation
J. Neurosci., September 15, 1998; 18(18): 7511 - 7518.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
J.-J. Wang, Y. Shimansky, V. Bracha, and J. R. Bloedel
Effects of Cerebellar Nuclear Inactivation on the Learning of a Complex Forelimb Movement in Cats
J Neurophysiol, May 1, 1998; 79(5): 2447 - 2459.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
P. Jenmalm, A. W. Goodwin, and R. S. Johansson
Control of Grasp Stability When Humans Lift Objects With Different Surface Curvatures
J Neurophysiol, April 1, 1998; 79(4): 1643 - 1652.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
P. L. Gribble, D. J. Ostry, V. Sanguineti, and R. Laboissiere
Are Complex Control Signals Required for Human Arm Movement?
J Neurophysiol, March 1, 1998; 79(3): 1409 - 1424.
[Abstract] [Full Text] [PDF]


Home page
ScienceHome page
R. Shadmehr and H. H. Holcomb
Neural Correlates of Motor Memory Consolidation
Science, August 8, 1997; 277(5327): 821 - 825.
[Abstract] [Full Text]


Home page
J. Neurosci.Home page
J. R. Flanagan, E. Nakano, H. Imamizu, R. Osu, T. Yoshioka, and M. Kawato
Composition and Decomposition of Internal Models in Motor Learning under Altered Kinematic and Dynamic Environments
J. Neurosci., October 15, 1999; 19(20): RC34 - RC34.
[Abstract] [Full Text] [PDF]



-

Home  |   Search  |   Archive  |   Subscribe  |   Contact  |   Help

-
Copyright 2009 by Society for Neuroscience ONLINE ISSN: 1529-2401
-