Cortical Modulations Increase in Early Sessions with Brain-Machine Interface

PLoS ONE

Volumn 2, Issue 7, 2007, Pages

  Zacksenhouse, Miriam ^a   Lebedev, Mikhail A ^b,c   Carmena, Jose M ^b,c   O'Doherty, Joseph E ^d   Henriquez, Craig ^c,d   Nicolelis, Miguel A L ^b,c,d  

^a TECHNION ISRAEL INSTITUTE OF TECHNOLOGY   (Israel)

^b DUKE UNIVERSITY SCHOOL OF MEDICINE   (United States)

^c DUKE UNIVERSITY   (United States)

^d Duke University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANIMAL; ARTICLE; BIOLOGICAL MODEL; BRAIN; BRAIN CORTEX; BRAIN MAPPING; COMPUTER INTERFACE; FEMALE; LEARNING; MACACA; METHODOLOGY; MOTOR ACTIVITY; MOTOR CORTEX; MOVEMENT (PHYSIOLOGY); NERVE CELL; PARIETAL LOBE; PHYSIOLOGY; PSYCHOMOTOR PERFORMANCE; REGRESSION ANALYSIS; ROBOTICS; SOMATOSENSORY CORTEX;

ANIMALS; BRAIN; BRAIN MAPPING; CEREBRAL CORTEX; FEMALE; LEARNING; MACACA MULATTA; MODELS, NEUROLOGICAL; MOTOR ACTIVITY; MOTOR CORTEX; MOVEMENT; NEURONS; PARIETAL LOBE; PSYCHOMOTOR PERFORMANCE; REGRESSION ANALYSIS; ROBOTICS; SOMATOSENSORY CORTEX; USER-COMPUTER INTERFACE;

EID: 67349093706     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0000619     Document Type: Article

References (45)

1. Chapin JK, Moxon KA, Markowitz RS, Nicolelis MAL, (1999) Real-time control of a robot arm using simultaneously recorded neurons in the motor cortex. Nat Neurosci 2: 664-670.
2. Laubach M, Wessberg J, Nicolelis MAL, (2000) Cortical ensemble activity increasingly predicts behaviour outcomes during learning of a motor task. Nature 405: 567-571.
3. Wessberg J, Stambaugh CR, Kralik JD, Beck PD, Laubach M, et al.(2000) Real-time prediction of hand trajectory by ensembles of cortical neurons in primates. Nature 408: 361-365.
4. Nicolelis MAL, (2001) Actions from thoughts. Nature 409(18): 403-407.
5. Nicolelis MAL, (2003) Brain-machine interfaces to restore motor functions and probe neural circuits. Nature Rev 4: 417-422.
6. Taylor DM, Tillery SI, Schwartz AB, (2002) Direct cortical control of 3D neuroprosthetic devices. Science 296: 1829-1832.
7. Carmena JM, Lebedev MA, Crist RE, O'Doherty JE, Santucci DM, et al.(2003) Learning to control a brain-machine interface for reaching and grasping by primates. PLoS Biol 1: 193-208.
8. Georgopoulos AP, Lurito JT, Petrides M, Schwartz AB, Massey JT, (1989) Mental rotation of the neuronal population vector. Science 243: 234-236.
9. Georgopoulos AP, (2000) Neural aspects of cognitive motor control. Curr Opin Neurobiol 10: 238-241.
10. Gomez JE, Fu Q, Flament D, Ebner TJ, (2000) Representation of accuracy in the dorsal premotor cortex. Eur J Neurosci 12: 3748-3760.
11. Johnson MTV, Mason CR, Ebner TJ, (2001) Central processes for the multiparametric control of arm movements in primates. Curr Opin Neurobiol 11: 684-688.
12. Scott SH, (2003) The role of primary motor cortex in goal directed movements: insights from neurphysiological studies on non-human primates. Curr Opin Neurobiol 13: 671-677.
13. Georgopoulos AP, Schwartz AB, Kettner RE, (1986) Neuronal population coding of movement direction. Science 26: 1416-1419.
14. Georgopoulos AP, Ashe J, Smyrnis N, Taira M, (1992) The motor cortex and the coding of force. Science 256: 1692-1695.
15. Ashe J, Georgopoulos AP, (1994) Movement parameters and neural activity in motor cortex and area 5. Cereb Cortex 4: 590-600.
16. Moran DW, Schwartz A, (1999) Motor cortical representation of speed and direction during reaching. J Neurophysiol 82: 2676-2692.
17. Lebedev MA, Carmena JM, O'Doherty JE, Zacksenhouse M, Henriquez CS, et al.(2005) Cortical ensemble adaptation to represent velocity of an artificial actuator controlled by a brain machine interface. J Neurosci 25(19): 4681-4693.
18. Passaglia CL, Troy JB, (2004) Impact of noise on retinal coding of visual signals. J Neurophysiol 92: 1023-1033.
19. Borst A, Theunissen EF, (1999) Information Theory and Neural Coding, Nature Neurosc 2(11): 947-957.
20. Snyder DL, (1975) Point Processes. John Wiley&Sons, Inc.
21. Johnson DH, (1996) Point Process models of single neuron discharge. J Comp Neurosci 3: 275-299.
22. Dayan P, Abbott LP, (2001) Theoretical Neuroscience. MIT Press.
23. Fano U, (1947) Ionization yield of radiations. II. The fluctuations of the number of ions. Physical Rev 72(1): 26-19.
24. Harris CM, Wolpert DM, (1998) Signal dependent noise determines motor planning. Nature 394: 780-784.
25. Hansen PC, (1998) Rank Deficient and Discrete Ill-Posed Problems, SIAM.
26. Golub GH, Van-Loan CF, (1996) Matrix Computations. The Johns Hopkins University Press.
27. Mardia KV, Kent JT, Bibby JM, (1979) Multivariate Analysis. Academic Press.
28. Kirby M, (2001) Geometric Data Analysis, John Wiley&Sons, Inc.
29. Schultz W, Dickinson A, (2000) Neuronal coding of prediction error. Annu Rev Neurosci 23: 473-500.
30. Diedrichsen J, Hashambhoy Y, Rane T, Shadmehr R, (2005) Neural correlates of reach errors. J Neurosci 25: 9919-9931.
31. Kawato M, Furawaka K, Suzuki R, (1987) A hierarchical neural network model for the control and learning of voluntary movements. Biol Cybern 56: 1-17.
32. Jordan MI, Rumelhart DE, (1992) Forward models: supervised learning with a distal teacher. Cogn Sci 16: 307-354.
33. Wolpert DM, Miall RC, Kawato M, (1998) Internal Models in the Cerebellum. Trends Cog Sci 2(9): 338-347.
34. Flanagan JR, Nakano E, Imamizu H, Osu R, Yoshioka T, et al.(1999) Composition and decomposition of internal models in motor learning under altered kinematic and dynamic environments. J Neurosci 19: 1-5.
35. Krakauer JW, Ghilardi MF, Ghez C, (1999) Independent learning of internal models for kinematic and dynamic control of reaching. Nature Neurosci 2: 1061-1031.
36. Bizzi E, Mussa-Ivaldi F, (1998) Neural basis of motor control and its cognitive implications, Trends Cog Sci 2(3): 97-102.
37. Kawato M, (1999) Internal models for motor control and trajectory planning. Curr Op Neurobiol 9: 718-727.
38. Desmurget M, Grafton S, (2000) Forward modeling allows feedback control for fast reaching movements. Trends Cogn Sci 4: 423-431.
39. Clower DM, Hoffman JM, Votaw JR, Faber TL, Woods RP, et al.(1996) Role of posterior parietal cortex in the recalibration of visually guided reaching. Nature 383: 618-621.
40. Hoshi E, Tanji J, (2004) Functional specialization in dorsal and ventral premotor areas. Prog. Brain Res. 143: 507-511.
41. Lee JH, van Donkelaar P, (2006) The Human Dorsal Premotor Cortex Generates on line Error Corrections during Sensorymotor Adaptation. J Neurosci 26(12): 3330-3334.
42. Wise SP, Moody SL, Blomstrom KJ, Mitz AR, (1998) Changes in motor cortical activity during visuomotor adaptation. Exp Brain Res 121: 285-299.
43. Li CS, Padoa-Schioppa C, Bizzi E, (2001) Neuronal correlates of motor performance and motor learning in the primary motor cortex of monkeys adapting to an external force field. Neuron 30: 593-607.
44. Paz R, Boraud T, Natan C, Bergman H, Vaadia E, (2003) Preparatory activity in motor cortex reflects learning of local visuomotor skills. Nat Neurosci 6: 882-890.
45. Padoa-Schioppa C, Li CS, Bizzi E, (2004) Neuronal activity in the supplementary motor area of monkeys adapting to a new dynamic environment. J Neurophysiol 91: 449-473.