Scale-invariant movement encoding in the human motor system

Neuron

Volumn 81, Issue 2, 2014, Pages 452-462

  Kadmon Harpaz, Naama ^a   Flash, Tamar ^a   Dinstein, Ilan ^b  

^a WEIZMANN INSTITUTE OF SCIENCE   (Israel)

^b BEN GURION UNIVERSITY OF THE NEGEV   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY; ADULT; ARTICLE; BRAIN MAPPING; CLASSIFICATION ALGORITHM; CONTROLLED STUDY; CORRELATIONAL STUDY; DYNAMICS; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; FUNCTIONAL NEUROIMAGING; HANDWRITING; HUMAN; HUMAN EXPERIMENT; INTRAPARIETAL SULCUS; KINEMATICS; MALE; MOTOR SYSTEM; NORMAL HUMAN; PRIMARY MOTOR CORTEX; PRIORITY JOURNAL;

ADULT; BIOFEEDBACK, PSYCHOLOGY; BIOMECHANICAL PHENOMENA; BRAIN MAPPING; CEREBRAL CORTEX; CONCEPT FORMATION; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; MOVEMENT; OXYGEN; PATTERN RECOGNITION, VISUAL; PSYCHOMOTOR PERFORMANCE; REGRESSION ANALYSIS; TIME FACTORS; YOUNG ADULT;

EID: 84892681893     PISSN: 08966273     EISSN: 10974199     Source Type: Journal    
DOI: 10.1016/j.neuron.2013.10.058     Document Type: Article

References (53)

1. Averbeck B.B., Chafee M.V., Crowe D.A., Georgopoulos A.P. Parietal representation of hand velocity in a copy task. J. Neurophysiol. 2005, 93:508-518.
2. Bernstein, N. (1935). The problem of interrelation of co-ordination and localization. Arch. Biol. Sci. 38. Reproduced in Whiting, H.T.A., ed. (1984). Advances in Psychology, volume 17 (Amsterdam: North-Holland), pp. 77-119.
3. Boynton G.M., Engel S.A., Glover G.H., Heeger D.J. Linear systems analysis of functional magnetic resonance imaging in human V1. J. Neurosci. 1996, 16:4207-4221.
4. Cheney P.D., Fetz E.E. Functional classes of primate corticomotoneuronal cells and their relation to active force. J. Neurophysiol. 1980, 44:773-791.
5. Cui H., Andersen R.A. Posterior parietal cortex encodes autonomously selected motor plans. Neuron 2007, 56:552-559.
6. Desmurget M., Grafton S.T., Vindras P., Gréa H., Turner R.S. The basal ganglia network mediates the planning of movement amplitude. Eur. J. Neurosci. 2004, 19:2871-2880.
7. Edelman S., Flash T. A model of handwriting. Biol. Cybern. 1987, 57:25-36.
8. Eisenberg M., Shmuelof L., Vaadia E., Zohary E. Functional organization of human motor cortex: directional selectivity for movement. J. Neurosci. 2010, 30:8897-8905.
9. Evarts E.V. Relation of pyramidal tract activity to force exerted during voluntary movement. J. Neurophysiol. 1968, 31:14-27.
10. Fabbri S., Caramazza A., Lingnau A. Distributed sensitivity for movement amplitude in directionally tuned neuronal populations. J. Neurophysiol. 2012, 107:1845-1856.
11. Fink G.R., Frackowiak R.S.J., Pietrzyk U., Passingham R.E. Multiple nonprimary motor areas in the human cortex. J. Neurophysiol. 1997, 77:2164-2174.
12. Fried I., Katz A., McCarthy G., Sass K.J., Williamson P., Spencer S.S., Spencer D.D. Functional organization of human supplementary motor cortex studied by electrical stimulation. J. Neurosci. 1991, 11:3656-3666.
13. Fu Q.G., Flament D., Coltz J.D., Ebner T.J. Temporal encoding of movement kinematics in the discharge of primate primary motor and premotor neurons. J. Neurophysiol. 1995, 73:836-854.
14. Fu Q.-G., Flament D., Coltz J.D., Ebner T.J. Relationship of cerebellar Purkinje cell simple spike discharge to movement kinematics in the monkey. J. Neurophysiol. 1997, 78:478-491.
15. Gallivan J.P., McLean D.A., Smith F.W., Culham J.C. Decoding effector-dependent and effector-independent movement intentions from human parieto-frontal brain activity. J. Neurosci. 2011, 31:17149-17168.
16. Genovese C.R., Lazar N.A., Nichols T. Thresholding of statistical maps in functional neuroimaging using the false discovery rate. Neuroimage 2002, 15:870-878.
17. Georgopoulos A.P. Neurophysiology of reaching. Attention and Performance XIII 1990, 227-263. Erlbaum, Hillsdale. M. Jeannerod (Ed.).
18. Georgopoulos A.P., Kalaska J.F., Caminiti R., Massey J.T. On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex. J. Neurosci. 1982, 2:1527-1537.
19. Goodall C. Procrustes methods in the statistical analysis of shape. J. R. Stat. Soc., B 1991, 53:285-339.
20. Gordon J., Ghilardi M.F., Ghez C. Accuracy of planar reaching movements. I. Independence of direction and extent variability. Exp. Brain Res. 1994, 99:97-111.
21. Graziano M.S., Taylor C.S., Moore T. Complex movements evoked by microstimulation of precentral cortex. Neuron 2002, 34:841-851.
22. Graziano M.S., Taylor C.S., Moore T., Cooke D.F. The cortical control of movement revisited. Neuron 2002, 36:349-362.
23. Hamilton A.F., Grafton S.T. Goal representation in human anterior intraparietal sulcus. J. Neurosci. 2006, 26:1133-1137.
24. Hatsopoulos N.G., Xu Q., Amit Y. Encoding of movement fragments in the motor cortex. J. Neurosci. 2007, 27:5105-5114.
25. Haxby J.V., Gobbini M.I., Furey M.L., Ishai A., Schouten J.L., Pietrini P. Distributed and overlapping representations of faces and objects in ventral temporal cortex. Science 2001, 293:2425-2430.
26. Hocherman S., Wise S.P. Effects of hand movement path on motor cortical activity in awake, behaving rhesus monkeys. Exp. Brain Res. 1991, 83:285-302.
27. Hsu C.-W., Lin C.-J. A comparison of methods for multiclass support vector machines. IEEE Trans. Neural Netw. 2002, 13:415-425.
28. Kakei S., Hoffman D.S., Strick P.L. Muscle and movement representations in the primary motor cortex. Science 1999, 285:2136-2139.
29. Kalaska J.F., Caminiti R., Georgopoulos A.P. Cortical mechanisms related to the direction of two-dimensional arm movements: relations in parietal area 5 and comparison with motor cortex. Exp. Brain Res. 1983, 51:247-260.
30. Kriegeskorte N., Goebel R., Bandettini P. Information-based functional brain mapping. Proc. Natl. Acad. Sci. USA 2006, 103:3863-3868.
31. Lacquaniti F., Ferrigno G., Pedotti A., Soechting J.F., Terzuolo C. Changes in spatial scale in drawing and handwriting: kinematic contributions by proximal and distal joints. J. Neurosci. 1987, 7:819-828.
32. Logothetis N.K. What we can do and what we cannot do with fMRI. Nature 2008, 453:869-878.
33. Menon V., Desmond J.E. Left superior parietal cortex involvement in writing: integrating fMRI with lesion evidence. Brain Res. Cogn. Brain Res. 2001, 12:337-340.
34. Messier J., Kalaska J.F. Differential effect of task conditions on errors of direction and extent of reaching movements. Exp. Brain Res. 1997, 115:469-478.
35. Moran D.W., Schwartz A.B. Motor cortical representation of speed and direction during reaching. J. Neurophysiol. 1999, 82:2676-2692.
36. Mukamel R., Gelbard H., Arieli A., Hasson U., Fried I., Malach R. Coupling between neuronal firing, field potentials, and FMRI in human auditory cortex. Science 2005, 309:951-954.
37. Nitschke M.F., Kleinschmidt A., Wessel K., Frahm J. Somatotopic motor representation in the human anterior cerebellum. A high-resolution functional MRI study. Brain 1996, 119:1023-1029.
38. Overduin S.A., d'Avella A., Carmena J.M., Bizzi E. Microstimulation activates a handful of muscle synergies. Neuron 2012, 76:1071-1077.
39. Paninski L., Fellows M.R., Hatsopoulos N.G., Donoghue J.P. Spatiotemporal tuning of motor cortical neurons for hand position and velocity. J. Neurophysiol. 2004, 91:515-532.
40. Pereira F., Botvinick M. Information mapping with pattern classifiers: a comparative study. Neuroimage 2011, 56:476-496.
41. Polyakov F., Stark E., Drori R., Abeles M., Flash T. Parabolic movement primitives and cortical states: merging optimality with geometric invariance. Biol. Cybern. 2009, 100:159-184.
42. Raibert M.H. Motor Control and Learning by the State-Space Model (Tech. Rep. AI-TR-439) 1977, MIT, Cambridge.
43. Rijntjes M., Dettmers C., Büchel C., Kiebel S., Frackowiak R.S.J., Weiller C. A blueprint for movement: functional and anatomical representations in the human motor system. J. Neurosci. 1999, 19:8043-8048.
44. Rizzolatti G., Sinigaglia C. The functional role of the parieto-frontal mirror circuit: interpretations and misinterpretations. Nat. Rev. Neurosci. 2010, 11:264-274.
45. Snyder L.H., Batista A.P., Andersen R.A. Coding of intention in the posterior parietal cortex. Nature 1997, 386:167-170.
46. Stelzer J., Chen Y., Turner R. Statistical inference and multiple testing correction in classification-based multi-voxel pattern analysis (MVPA): random permutations and cluster size control. Neuroimage 2013, 65:69-82.
47. Talairach J., Tournoux P. Co-Planar Stereotaxic Atlas of the Human Brain 1988, Thieme Medical Publishers, New York.
48. Tankus A., Yeshurun Y., Flash T., Fried I. Encoding of speed and direction of movement in the human supplementary motor area. J. Neurosurg. 2009, 110:1304-1316.
49. van Galen G.P., Teulings H.L. The independent monitoring of form and scale factors in handwriting. Acta Psychol. (Amst.) 1983, 54:9-22.
50. Viviani P., Flash T. Minimum-jerk, two-thirds power law, and isochrony: converging approaches to movement planning. J. Exp. Psychol. Hum. Percept. Perform. 1995, 21:32-53.
51. Viviani P., Terzuolo C. Trajectory determines movement dynamics. Neuroscience 1982, 7:431-437.
52. Wright C.E. Generalized motor programs - Reexamining claims of effector independence in writing. Attention and Performance XIII 1990, 294-320. Erlbaum, Hillsdale. M. Jeannerod (Ed.).
53. Wymbs N.F., Grafton S.T. Contributions from the left PMd and the SMA during sequence retrieval as determined by depth of training. Exp. Brain Res. 2013, 224:49-58.