Rapid online selection between multiple motor plans

Journal of Neuroscience

Volumn 34, Issue 5, 2014, Pages 1769-1780

  Nashed, Joseph Y ^a   Crevecoeur, Frédéric ^a   Scott, Stephen H ^a  

^a QUEEN S UNIVERSITY   (Canada)

Author keywords

Decision making; Feedback; Optimal feedback control; Reaching

Indexed keywords

ADULT; ALGORITHM; ARTICLE; AVOIDANCE BEHAVIOR; ELECTROMYOGRAPHY; EVOKED MUSCLE RESPONSE; FEEDBACK SYSTEM; FEMALE; HUMAN; HUMAN EXPERIMENT; KINEMATICS; MALE; MOTOR CONTROL; MUSCLE CONTRACTION; NORMAL HUMAN; PREDICTION; PRIORITY JOURNAL; RECEIVER OPERATING CHARACTERISTIC; TASK PERFORMANCE; TORQUE;

DECISION-MAKING; FEEDBACK; OPTIMAL FEEDBACK CONTROL; REACHING;

ADULT; BIOMECHANICAL PHENOMENA; DECISION MAKING; ELECTROMYOGRAPHY; FEMALE; GOALS; HAND; HUMANS; MALE; MODELS, BIOLOGICAL; MOVEMENT; MUSCLE STRENGTH; MUSCLE, SKELETAL; ONLINE SYSTEMS; PSYCHOMOTOR PERFORMANCE; REACTION TIME; YOUNG ADULT;

EID: 84893135864     PISSN: 02706474     EISSN: 15292401     Source Type: Journal    
DOI: 10.1523/JNEUROSCI.3063-13.2014     Document Type: Article

References (56)

1. Akazawa K, Aldridge JW, Steeves JD, Stein RB (1982) Modulation of stretch reflexes during locomotion in the mesencephalic cat. J Physiol 329: 553-567. Medline
2. Åström KJ (1970) Introduction to stochastic control theory. New York: Academic.
3. Bowman AW, Azzalini A (1997) Applied smoothing techniques for data analysis: the Kernel Approach with S-Plus Illustrations. Oxford: Oxford UP.
4. Bryson AE, Ho YC (1975) Applied optimal control: optimization, estimation, and control. New York: Taylor & Francis.
5. Chapman CS, Gallivan JP, Wood DK, Milne JL, Culham JC, Goodale MA (2010) Reaching for the unknown: Multiple target encoding and realtime decision-making in a rapid reach task. Cognition 116: 168-176. CrossRef Medline
6. Cisek P (2012) Making decisions through a distributed consensus. Curr Opin Neurobiol 22: 927-936. CrossRef Medline
7. Cisek P, Kalaska JF (2005) Neural correlates of reaching decisions in dorsal premotor cortex: specification of multiple direction choices and final selection of action. Neuron 45: 801-814. CrossRef Medline
8. Cos I, Bélanger N, Cisek P (2011) The influence of predicted arm biomechanics on decision making. J Neurophysiol 105: 3022-3033. CrossRef Medline
9. Crago PE, Houk JC, Hasan Z (1976) Regulatory actions of human stretch reflex. J Neurophysiol 39: 925-935. Medline
10. Crevecoeur F, Scott SH (2013) Priors engaged in long-latency responses to mechanical perturbations suggest a rapid update in state estimation. PLoS Comput Biol 9: e100177. CrossRef Medline
11. Crevecoeur F, Sepulchre RJ, Thonnard JL, Lefèvre P (2011) Improving the state estimation for optimal control of stochastic processes subject to multiplicative noise. Automatica 47: 591-596.
12. Crevecoeur F, Kurtzer I, Scott SH (2012) Fast corrective responses are evoked by perturbations approaching the natural variability of posture and movement tasks. J Neurophysiol 107: 2821-2832. CrossRef Medline
13. Crevecoeur F, Kurtzer I, Bourke T, Scott SH (2013) Feedback responses rapidly scale with the urgency to correct for external perturbations. J Neurophysiol 110: 1323-1332. CrossRef Medline
14. Dimitriou M, Franklin DW, Wolpert DM (2012) Task-dependent coordination of rapid bimanual motor responses. J Neurophysiol 107: 890-901. CrossRef Medline
15. Evarts EV, Tanji J (1976) Reflex and intended responses in motor cortex pyramidal tract neurons of monkey. J Neurophysiol 39: 1069-1080. Medline
16. Green DM, Swets JA (1974) Signal detection theory and psychophysics. Oxford: Robert E. Krieger.
17. Hammond PH (1956) The influence of prior instruction to the subject on an apparently involuntary neuro-muscular response. J Physiol 132: 17P-18P. Medline
18. Körding K (2007) Decision theory: what "should" the nervous system do? Science 318: 606-610. Medline
19. Krutky MA, Ravichandran VJ, Trumbower RD, Perreault EJ (2010) Interactions between limb and environmental mechanics influence stretch reflex sensitivity in the human arm. J Neurophysiol 103: 429-440. CrossRef Medline
20. Kurtzer IL, Pruszynski JA, Scott SH (2008) Long-latency reflexes of the human arm reflect an internal model of limb dynamics. Curr Biol 18: 449-453. CrossRef Medline
21. Kurtzer I, Pruszynski JA, Scott SH (2009) Long-latency responses during reaching account for the mechanical interaction between the shoulder and elbow joints. J Neurophysiol 102: 3004-3015. CrossRef Medline
22. Lacquaniti F, Soechting JF (1984) Behavior of the stretch reflex in a multijointed limb. Brain Res 311: 161-166. CrossRef Medline
23. Lee JH (2011) Model predictive control: review of the three decades of development. Int J Control Autom Syst 9: 415-424.
24. Lee RG, Tatton WG (1975) Motor responses to sudden limb displacements in primates with specific CNS lesions and in human patients with motor system disorders. Can J Neurol Sci 2: 285-293. Medline
25. Li W, Todorov E (2007) Iterative linearization methods for approximately optimal control and estimation of non-linear stochastic systems. Int J Control 80: 1439-1453.
26. Ljung L (2001) System identification. In: Wiley encyclopedia of electrical and electronics engineering. New York: Wiley.
27. Massey FJ (1951) The Kolmogorov-Smirnov test for goodness of fit. J Am Statist Assoc 46: 68-78.
28. Meyer-Lohmann J, Conrad B, Matsunami K, Brooks VB (1975) Effects of dentate cooling on precentral unit activity following torque pulse injections into elbow movements. Brain Res 94: 237-251. CrossRef Medline
29. Mortimer JA, Webster DD, Dukich TG (1981) Changes in short and long latency stretch responses during the transition from posture to movement. Brain Res 229: 337-351. CrossRef Medline
30. Nakazawa K, Yamamoto SI, Yano H (1997) Short-and long-latency reflex responses during different motor tasks in elbow flexor muscles. Exp Brain Res 116: 20-28. Medline
31. Nashed JY, Crevecoeur F, Scott SH (2012) Influence of the behavioural goal and environmental obstacles on rapid feedback responses. J Neurophysiol 108: 999-1009. CrossRef Medline
32. Nichols TR, Houk JC (1976) Improvement in linearity and regulation of stiffness that results from actions of stretch reflex. J Neurophysiol 39: 119-142. Medline
33. Omrani M, Diedrichsen J, Scott SH (2013) Rapid feedback corrections during a bimanual task. J Neurophysiol 109: 147-161. CrossRef Medline
34. Pruszynski JA, Scott SH (2012) Optimal feedback control and the longlatency stretch response. Exp Brain Res 218: 341-359. CrossRef Medline
35. Pruszynski JA, Kurtzer I, Scott SH (2008) Rapid motor responses are appropriately tuned to the metrics of a visuospatial task. J Neurophysiol 100: 224-238. CrossRef Medline
36. Pruszynski JA, Kurtzer I, Lillicrap TP, Scott SH (2009) Temporal evolution of "automatic gain-scaling. " J Neurophysiol 102: 992-1003. CrossRef Medline
37. Pruszynski JA, Kurtzer I, Nashed JY, Omrani M, Brouwer B, Scott SH (2011) Primary motor cortex underlies multi-joint integration for fast feedback control. Nature 478: 387-390. CrossRef Medline
38. Resulaj A, Kiani R, Wolpert DM, Shadlen MN (2009) Changes of mind in decision-making. Nature 461: 263-266. CrossRef Medline
39. Roitman JD, Shadlen MN (2002) Response of neurons in the lateral intraparietal area during a combined visual discrimination reaction time task. J Neurosci 22: 9475-9489. Medline
40. Sabes PN, Jordan MI, Wolpert DM (1998) The role of inertial sensitivity in motor planning. J Neurosci 18: 5948-5957. Medline
41. Scott SH (1999) Apparatus for measuring and perturbing shoulder and elbow joint positions and torques during reaching. J Neurosci Methods 89: 119-127. CrossRef Medline
42. Scott SH (2004) Optimal feedback control and the neural basis of volitional motor control. Nat Rev Neurosci 5: 532-546. CrossRef Medline
43. Scott SH (2012) The computational and neural basis of voluntary motor control and planning. Trends Cogn Sci 16: 541-549. CrossRef Medline
44. Selen LP, Shadlen MN, Wolpert DM (2012) Deliberation in the motor system: reflex gains track evolving evidence leading to a decision. J Neurosci 32: 2276-2286. CrossRef Medline
45. Singh K, Scott SH (2003) A motor learning strategy reflects neural circuitry for limb control. Nat Neurosci 6: 399-403. CrossRef Medline
46. Strick PL (1976) Activity of ventrolateral thalamic neurons during arm movement. J Neurophysiol 39: 1032-1044. Medline
47. Strick PL (1983) The influence of motor preparation on the response of cerebellar neurons to limb displacements. J Neurosci 3: 2007-2020. Medline
48. Thach WT (1975) Timing of activity in cerebellar dentate nucleus and cerebral motor cortex during prompt volitional movement. Brain Res 88: 233-241. CrossRef Medline
49. Thompson KG, Hanes DP, Bichot NP, Schall JD (1996) Perceptual and motor processing stages identified in the activity of macaque frontal eye field neurons during visual search. J Neurophysiol 76: 4040-4055. Medline
50. Todorov E (2004) Optimality principles in sensorimotor control. Nat Neurosci 7: 907-915. CrossRef Medline
51. Todorov E (2005) Stochastic optimal control and estimation methods adapted to the noise characteristics of the sensorimotor system. Neural Comput 17: 1084-1108. CrossRef Medline
52. Todorov E, Jordan MI (2002) Optimal feedback control as a theory of motor coordination. Nat Neurosci 5: 1226-1235. CrossRef Medline
53. Trommershäuser J, Maloney LT, Landy MS (2003) Statistical decision theory and trade-offs in the control of motor response. Spat Vis 16: 255-275. CrossRef Medline
54. Trommershäuser J, Maloney LT, Landy MS (2008) Decision making, movement planning and statistical decision theory. Trends Cogn Sci 12: 291-297. CrossRef Medline
55. Vilis T, Hore J, Meyer-Lohmann J, Brooks VB (1976) Dual nature of the precentral responses to limb perturbations revealed by cerebellar cooling. Brain Res 117: 336-340. CrossRef Medline
56. Wolpert DM, Landy MS (2012) Motor control is decision-making. Curr Opin Neurobiol 22: 996-1003. CrossRef Medline