Note to users. If you're seeing this message, it means that your browser cannot find this page's style/presentation instructions -- or possibly that you are using a browser that does not support current Web standards. Find out more about why this message is appearing, and what you can do to make your experience of our site the best it can be.

Site Tools

  • AAAS
  • Subscribe
  • Feedback

Site Search

Search Advanced

Science 19 June 1992:
Vol. 256. no. 5064, pp. 1692 - 1695
DOI: 10.1126/science.256.5064.1692

Articles

The Motor Cortex and the Coding of Force

Apostolos P. Georgopoulos , James Ashe , Nikolaos Smyrnis , and Masato Taira

The relation of cellular activity in the motor cortex to the direction of two-dimensional isometric force was investigated under dynamic conditions in monkeys. A task was designed so that three force variables were dissociated:the force exerted by the subject, the net force, and the change in force. Recordings of neuronal activity in the motor cortex revealed that the activity of single cells was directionally tuned and that this tuning was invariant across different directions of a bias force. Cell activity was not related to the direction of force exerted by the subject, which changed drastically as the bias force changed. In contrast, the direction of net force, the direction of force change, and the visually instructed direction all remained quite invariant and congruent and could be the directional variables, alone or in combination, to which cell activity might relate.


THIS ARTICLE HAS BEEN CITED BY OTHER ARTICLES:
A Feedback Model Explains the Differential Scaling of Human Postural Responses to Perturbation Acceleration and Velocity.
T. D. J. Welch and L. H. Ting (2009)
J Neurophysiol 101, 3294-3309
   Abstract »    Full Text »    PDF »
Characterization of Torque-Related Activity in Primary Motor Cortex During a Multijoint Postural Task.
T. M. Herter, I. Kurtzer, D. W. Cabel, K. A. Haunts, and S. H. Scott (2007)
J Neurophysiol 97, 2887-2899
   Abstract »    Full Text »    PDF »
Relationship between Unconstrained Arm Movements and Single-Neuron Firing in the Macaque Motor Cortex.
T. N. Aflalo and M. S. A. Graziano (2007)
J. Neurosci. 27, 2760-2780
   Abstract »    Full Text »    PDF »
Direct Comparison of the Task-Dependent Discharge of M1 in Hand Space and Muscle Space.
M. M. Morrow, L. R. Jordan, and L. E. Miller (2007)
J Neurophysiol 97, 1786-1798
   Abstract »    Full Text »    PDF »
Reduction of Intracortical Inhibition in Soleus Muscle During Postural Activity.
O. Soto, J. Valls-Sole, P. Shanahan, and J. Rothwell (2006)
J Neurophysiol 96, 1711-1717
   Abstract »    Full Text »    PDF »
Muscle Synergy Organization Is Robust Across a Variety of Postural Perturbations.
G. Torres-Oviedo, J. M. Macpherson, and L. H. Ting (2006)
J Neurophysiol 96, 1530-1546
   Abstract »    Full Text »    PDF »
A form of motor cortical plasticity that correlates with recovery of function after brain injury.
D. Ramanathan, J. M. Conner, and M. H. Tuszynski (2006)
PNAS 103, 11370-11375
   Abstract »    Full Text »    PDF »
Parietal Area 5 Activity Does Not Reflect the Differential Time-Course of Motor Output Kinetics During Arm-Reaching and Isometric-Force Tasks.
C. Hamel-Paquet, L. E. Sergio, and J. F. Kalaska (2006)
J Neurophysiol 95, 3353-3370
   Abstract »    Full Text »    PDF »
Partial tuning of motor cortex neurons to final posture in a free-moving paradigm.
T. N. Aflalo and M. S. A. Graziano (2006)
PNAS 103, 2909-2914
   Abstract »    Full Text »    PDF »
Activity of the Motor Cortex During Scratching.
M. G. Sirota, G. A. Pavlova, and I. N. Beloozerova (2006)
J Neurophysiol 95, 753-765
   Abstract »    Full Text »    PDF »
Goal Representation in Human Anterior Intraparietal Sulcus.
A. F. d. C. Hamilton and S. T. Grafton (2006)
J. Neurosci. 26, 1133-1137
   Abstract »    Full Text »    PDF »
Motor Cortex Neural Correlates of Output Kinematics and Kinetics During Isometric-Force and Arm-Reaching Tasks.
L. E. Sergio, C. Hamel-Paquet, and J. F. Kalaska (2005)
J Neurophysiol 94, 2353-2378
   Abstract »    Full Text »    PDF »
Distinguishable Brain Activation Networks for Short- and Long-Term Motor Skill Learning.
A. Floyer-Lea and P. M. Matthews (2005)
J Neurophysiol 94, 512-518
   Abstract »    Full Text »    PDF »
Cortical Ensemble Adaptation to Represent Velocity of an Artificial Actuator Controlled by a Brain-Machine Interface.
M. A. Lebedev, J. M. Carmena, J. E. O'Doherty, M. Zacksenhouse, C. S. Henriquez, J. C. Principe, and M. A. L. Nicolelis (2005)
J. Neurosci. 25, 4681-4693
   Abstract »    Full Text »    PDF »
Mapping From Motor Cortex to Biceps and Triceps Altered By Elbow Angle.
M. S. A. Graziano, K. T. Patel, and C. S. R. Taylor (2004)
J Neurophysiol 92, 395-407
   Abstract »    Full Text »    PDF »
Cortical Involvement in the Recruitment of Wrist Muscles.
A. Shah, A. H. Fagg, and A. G. Barto (2004)
J Neurophysiol 91, 2445-2456
   Abstract »    Full Text »    PDF »
Neural Responses during Interception of Real and Apparent Circularly Moving Stimuli in Motor Cortex and Area 7a.
H. Merchant, A. Battaglia-Mayer, and A. P. Georgopoulos (2004)
Cereb Cortex 14, 314-331
   Abstract »    Full Text »    PDF »
Perception and Reproduction of Force Direction in the Horizontal Plane.
D. Toffin, J. McIntyre, J. Droulez, A. Kemeny, and A. Berthoz (2003)
J Neurophysiol 90, 3040-3053
   Abstract »    Full Text »    PDF »
Neural Basis for the Processes That Underlie Visually Guided and Internally Guided Force Control in Humans.
D. E. Vaillancourt, K. R. Thulborn, and D. M. Corcos (2003)
J Neurophysiol 90, 3330-3340
   Abstract »    Full Text »    PDF »
Modular organization of directionally tuned cells in the motor cortex: Is there a short-range order?.
B. Amirikian and A. P. Georgopoulos (2003)
PNAS 100, 12474-12479
   Abstract »    Full Text »    PDF »
The Role of the Corpus Callosum in the Coupling of Bimanual Isometric Force Pulses.
J. Diedrichsen, E. Hazeltine, W. K. Nurss, and R. B. Ivry (2003)
J Neurophysiol 90, 2409-2418
   Abstract »    Full Text »    PDF »
Twitches Versus Movements: A Story of Motor Cortex.
C. S. R. Taylor and C. G. Gross (2003)
Neuroscientist 9, 332-342
   Abstract »    PDF »
Age-related changes in the neural correlates of motor performance.
N. S. Ward and R. S. J. Frackowiak (2003)
Brain 126, 873-888
   Abstract »    Full Text »    PDF »
Systematic Changes in Motor Cortex Cell Activity With Arm Posture During Directional Isometric Force Generation.
L. E. Sergio and J. F. Kalaska (2003)
J Neurophysiol 89, 212-228
   Abstract »    Full Text »    PDF »
Temporal Relation of Population Activity in Visual Areas MT/MST and in Primary Motor Cortex during Visually Guided Tracking Movements.
W. Kruse, S. Dannenberg, R. Kleiser, and K.-P. Hoffmann (2002)
Cereb Cortex 12, 466-476
   Abstract »    Full Text »    PDF »
An expanded cortical representation for hand movement after peripheral motor denervation.
H Reddy, D Bendahan, M A Lee, H Johansen-Berg, M Donaghy, D Hilton-Jones, and P M Matthews (2002)
J. Neurol. Neurosurg. Psychiatry 72, 203-210
   Abstract »    Full Text »    PDF »
A Model of Movement Coordinates in the Motor Cortex: Posture-dependent Changes in the Gain and Direction of Single Cell Tuning Curves.
R. Ajemian, D. Bullock, and S. Grossberg (2001)
Cereb Cortex 11, 1124-1135
   Abstract »    Full Text »    PDF »
Effects of Optic Flow in Motor Cortex and Area 7a.
H. Merchant, A. Battaglia-Mayer, and A. P. Georgopoulos (2001)
J Neurophysiol 86, 1937-1954
   Abstract »    Full Text »    PDF »
On the Relationship Between Joint Angular Velocity and Motor Cortical Discharge During Reaching.
G. A. Reina, D. W. Moran, and A. B. Schwartz (2001)
J Neurophysiol 85, 2576-2589
   Abstract »    Full Text »    PDF »
Kinematic Coordinates In Which Motor Cortical Cells Encode Movement Direction.
R. Ajemian, D. Bullock, and S. Grossberg (2000)
J Neurophysiol 84, 2191-2203
   Abstract »    Full Text »    PDF »
Limited Functional Grouping of Neurons in the Motor Cortex Hand Area During Individuated Finger Movements: A Cluster Analysis.
A. V. Poliakov and M. H. Schieber (1999)
J Neurophysiol 82, 3488-3505
   Abstract »    Full Text »    PDF »
Motor Cortical Representation of Speed and Direction During Reaching.
D. W. Moran and A. B. Schwartz (1999)
J Neurophysiol 82, 2676-2692
   Abstract »    Full Text »    PDF »
Wallerian degeneration of the pyramidal tract does not affect stroke rehabilitation outcome.
R. J. Seitz, F. Binkofski, I. Miyai, T. Suzuki, and K. Kubota (1999)
Neurology 53, 1375
   Full Text »
Muscle and Movement Representations in the Primary Motor Cortex.
S. Kakei, D. S. Hoffman, and P. L. Strick (1999)
Science 285, 2136-2139
   Abstract »    Full Text »
A Theory of Geometric Constraints on Neural Activity for Natural Three-Dimensional Movement.
K. Zhang and T. J. Sejnowski (1999)
J. Neurosci. 19, 3122-3145
   Abstract »    Full Text »    PDF »
News in Motor Cortical Physiology.
A. P. Georgopoulos (1999)
Physiology 14, 64-68
   Abstract »    Full Text »    PDF »
Partial Inactivation of the Primary Motor Cortex Hand Area: Effects on Individuated Finger Movements.
M. H. Schieber and A. V. Poliakov (1998)
J. Neurosci. 18, 9038-9054
   Abstract »    Full Text »    PDF »
Short-Term Memory for Reaching to Visual Targets: Psychophysical Evidence for Body-Centered Reference Frames.
J. McIntyre, F. Stratta, and F. Lacquaniti (1998)
J. Neurosci. 18, 8423-8435
   Abstract »    Full Text »    PDF »
Changes in the Temporal Pattern of Primary Motor Cortex Activity in a Directional Isometric Force Versus Limb Movement Task.
L. E. Sergio and J. F. Kalaska (1998)
J Neurophysiol 80, 1577-1583
   Abstract »    Full Text »    PDF »
Rapid Plasticity of Human Cortical Movement Representation Induced by Practice.
J. Classen, J. Liepert, S. P. Wise, M. Hallett, and L. G. Cohen (1998)
J Neurophysiol 79, 1117-1123
   Abstract »    Full Text »    PDF »
Conversion of Sensory Signals into Motor Commands in Primary Motor Cortex.
E. Salinas and R. Romo (1998)
J. Neurosci. 18, 499-511
   Abstract »    Full Text »    PDF »
Neural Correlates of a Spatial Sensory-To-Motor Transformation in Primary Motor Cortex.
L. Shen and G. E. Alexander (1997)
J Neurophysiol 77, 1171-1194
   Abstract »    Full Text »    PDF »
Reaching Movements With Similar Hand Paths But Different Arm Orientations. I. Activity of Individual Cells in Motor Cortex.
S. H. Scott and J. F. Kalaska (1997)
J Neurophysiol 77, 826-852
   Abstract »    Full Text »    PDF »
Evolution of Directional Preferences in the Supplementary Eye Field during Acquisition of Conditional Oculomotor Associations.
L. L. Chen and S. P. Wise (1996)
J. Neurosci. 16, 3067-3081
   Abstract »    Full Text »    PDF »
Cognitive neurophysiology of the motor cortex.
A. Georgopoulos, M Taira, and A Lukashin (1993)
Science 260, 47-52
   Abstract »    PDF »



To Advertise     Find Products


Science. ISSN 0036-8075 (print), 1095-9203 (online)