Minimum-jerk, two-thirds power law, and isochrony: converging approaches to movement planning.

Two approaches to the study of movement planning were contrasted. Data on the drawing of complex two-dimensional trajectories were used to test whether the covariations of the kinematic and geometrical parameters of the movement formalized by the two-thirds power law and by the isochrony principle (P. Viviani & R. Schneider, 1991) can be derived from the minimum-jerk model hypothesis (T. Flash & N. Hogan, 1985). The convergence of the 2 approaches was satisfactory insofar as the relation between tangential velocity and curvature is concerned (two-thirds power law). Global isochrony could not be deduced from the optimal control hypothesis. Scaling of velocity within movement subunits can instead be derived from the minimum-jerk hypothesis. The implications vis-à-vis the issue of movement planning are discussed with an emphasis on the representation used by the motor control system for coding the intended trajectories.

[1]  Alfred Binet,et al.  Sur la vitesse Des mouvements graphiques , 1893 .

[2]  F. Freeman Experimental analysis of the writing movement. , 1914 .

[3]  L. A. Jeffress Cerebral mechanisms in behavior : the Hixon symposium , 1951 .

[4]  K. Lashley The problem of serial order in behavior , 1951 .

[5]  J. Stamm Cerebral Mechanisms in Behavior, The Hixon Symposium , 1952 .

[6]  P. Fitts The information capacity of the human motor system in controlling the amplitude of movement. , 1954, Journal of experimental psychology.

[7]  Arthur E. Bryson,et al.  Applied Optimal Control , 1969 .

[8]  R. Schmidt A schema theory of discrete motor skill learning. , 1975 .

[9]  G. Stelmach Motor Control: Issues and Trends , 1976 .

[10]  R. Schmidt The Schema as a Solution to Some Persistent Problems in Motor Learning Theory , 1976 .

[11]  John M. Hollerbach The Minimum Energy Movement for a Spring Muscle Model , 1977 .

[12]  A. Wing Response Timing in Handwriting , 1978 .

[13]  G. Stelmach Information processing in motor control and learning , 1978 .

[14]  C. K. Yuen,et al.  Theory and Application of Digital Signal Processing , 1978, IEEE Transactions on Systems, Man, and Cybernetics.

[15]  A. Wing Variability in Handwritten Characters. , 1979 .

[16]  A. Wing The height of handwriting , 1980 .

[17]  P. Viviani,et al.  32 Space-Time Invariance in Learned Motor Skills , 1980 .

[18]  G. Stelmach,et al.  Tutorials in Motor Behavior , 1980 .

[19]  J. F. Soechting,et al.  Invariant characteristics of a pointing movement in man , 1981, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[20]  P. Viviani,et al.  Trajectory determines movement dynamics , 1982, Neuroscience.

[21]  J. F. Soechting,et al.  Coordination of arm and wrist motion during a reaching task , 1982, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[22]  A P Georgopoulos,et al.  On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex , 1982, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[23]  P. Viviani,et al.  The relation between linear extent and velocity in drawing movements , 1983, Neuroscience.

[24]  P. Viviani,et al.  The law relating the kinematic and figural aspects of drawing movements. , 1983, Acta psychologica.

[25]  N. Hogan An organizing principle for a class of voluntary movements , 1984, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[26]  Preparatory states & processes : proceedings of the Franco-American Conference, Ann Arbor, Michigan, August, 1982 , 1984 .

[27]  G E Stelmach,et al.  Motor Programming and Temporal Patterns in Handwriting a , 1984, Annals of the New York Academy of Sciences.

[28]  T. Flash,et al.  The coordination of arm movements: an experimentally confirmed mathematical model , 1985, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[29]  P Viviani,et al.  Segmentation and coupling in complex movements. , 1985, Journal of experimental psychology. Human perception and performance.

[30]  W R Jack,et al.  VII. On the analysis of voluntary muscular movements by certain new instruments , 1895, Proceedings of the Royal Society of London.

[31]  A. G. Feldman Once More on the Equilibrium-Point Hypothesis (λ Model) for Motor Control , 1986 .

[32]  A. G. Feldman Once more on the equilibrium-point hypothesis (lambda model) for motor control. , 1986, Journal of motor behavior.

[33]  Hans-Leo Teulings,et al.  The Elementary Units of Programming in Handwriting , 1986 .

[34]  Paolo Viviani,et al.  Do Units of Motor Action Really Exist , 1986 .

[35]  H. Kao,et al.  Graphonomics : contemporary research in handwriting , 1986 .

[36]  J. F. Soechting,et al.  Coordination of arm movements in three-dimensional space. Sensorimotor mapping during drawing movement , 1986, Neuroscience.

[37]  H. Heuer,et al.  Generation and modulation of action patterns , 1986 .

[38]  H. Haken,et al.  Phase-locked modes, phase transitions and component oscillators in biological motion , 1987 .

[39]  T. Flash,et al.  Moving gracefully: quantitative theories of motor coordination , 1987, Trends in Neurosciences.

[40]  J. Kelso,et al.  Toward a Physical (Synergetic) Theory of Biological Coordination , 1987 .

[41]  P. Viviani,et al.  Visuo-Manual Pursuit Tracking of Human Two-Dimensional Movements , 1987 .

[42]  J. Kelso,et al.  Skilled actions: a task-dynamic approach. , 1987, Psychological review.

[43]  A. Wing,et al.  Relation between velocity and curvature in movement: equivalence and divergence between a power law and a minimum-jerk model. , 1988, Journal of experimental psychology. Human perception and performance.

[44]  J A Kelso,et al.  Dynamic pattern generation in behavioral and neural systems. , 1988, Science.

[45]  A. P. Georgopoulos,et al.  Primate motor cortex and free arm movements to visual targets in three- dimensional space. II. Coding of the direction of movement by a neuronal population , 1988, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[46]  B. Kay The dimensionality of movement trajectories and the degrees of freedom problem: A tutorial , 1988 .

[47]  T Flash,et al.  Generation of reaching movements: plausibility and implications of the equilibrium trajectory hypothesis. , 1989, Brain, behavior and evolution.

[48]  J. Kalaska,et al.  A comparison of movement direction-related versus load direction- related activity in primate motor cortex, using a two-dimensional reaching task , 1989, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[49]  G. E. Alexander,et al.  Preparation for movement: neural representations of intended direction in three motor areas of the monkey. , 1990, Journal of neurophysiology.

[50]  G E Alexander,et al.  Neural representations of the target (goal) of visually guided arm movements in three motor areas of the monkey. , 1990, Journal of neurophysiology.

[51]  A. B. Schwartz Motor cortical activity during sinusoidal tracing , 1990, 1990 IJCNN International Joint Conference on Neural Networks.

[52]  P. Viviani,et al.  Perceptuomotor compatibility in pursuit tracking of two-dimensional movements. , 1990, Journal of motor behavior.

[53]  Tamar Flash,et al.  The Organization of Human Arm Trajectory Control , 1990 .

[54]  G E Alexander,et al.  Movement-related neuronal activity selectively coding either direction or muscle pattern in three motor areas of the monkey. , 1990, Journal of neurophysiology.

[55]  P. Viviani,et al.  A developmental study of the relationship between geometry and kinematics in drawing movements. , 1991, Journal of experimental psychology. Human perception and performance.

[56]  Gerard P. van Galen,et al.  Handwriting: Issues for a psychomotor theory ☆ , 1991 .

[57]  J. A. S. Kelso,et al.  Dynamic pattern generation and recognition , 1991 .

[58]  D. Pelli,et al.  The information capacity of visual attention , 1992, Vision Research.

[59]  P. Viviani,et al.  Biological movements look uniform: evidence of motor-perceptual interactions. , 1992, Journal of experimental psychology. Human perception and performance.

[60]  David A. Rosenbaum,et al.  Plans for object manipulation , 1993 .

[61]  Michael I. Jordan,et al.  A Model of the Learning of Arm Trajectories from Spatial Deviations , 1994, Journal of Cognitive Neuroscience.

[62]  Modelling the Writing Process , 2018, Perspectives on Cognitive Neuropsychology.

[63]  Michael I. Jordan Motor Learning and the Degrees of Freedom Problem , 2018, Attention and Performance XIII.