Encoding of coordinated grasp trajectories in primary motor cortex

Journal of Neuroscience

Volumn 30, Issue 50, 2010, Pages 17079-17090

  Saleh, Maryam ^a   Takahashi, Kazutaka ^b   Amit, Yali ^a,c   Hatsopoulos, Nicholas G ^a,b  

^a UNIVERSITY OF CHICAGO   (United States)

^b UNIVERSITY OF CHICAGO   (United States)

^c THE UNIVERSITY OF CHICAGO   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANIMAL EXPERIMENT; ARTICLE; BRAIN NERVE CELL; FEMALE; GRIP STRENGTH; HAND MOVEMENT; MONKEY; MOTOR CORTEX; NONHUMAN; PRIORITY JOURNAL; TASK PERFORMANCE; WRIST;

ACTION POTENTIALS; ANIMALS; ARM; BIOMECHANICS; FEMALE; HAND; HAND STRENGTH; JOINTS; LINEAR MODELS; MACACA MULATTA; MOTOR CORTEX; MOVEMENT; NEURONS;

EID: 78650357391     PISSN: 02706474     EISSN: 15292401     Source Type: Journal    
DOI: 10.1523/JNEUROSCI.2558-10.2010     Document Type: Article

References (43)

1. Aggarwal V, Tenore F, Acharya S, Schieber MH, Thakor NV (2009) Cortical decoding of individual finger and wrist kinematics for an upper-limb neuroprosthesis. Conf Proc IEEE Eng Med Biol Soc 1:4535-4538.
2. Chen D, Fetz EE (2005) Characteristic membrane potential trajectories in primate sensorimotor cortex neurons recorded in vivo. J Neurophysiol 94:2713-2725.
3. Cheney PD, Fetz EE, Palmer SS (1985) Patterns of facilitation and suppression of antagonist forelimb muscles from motor cortex sites in the awake monkey. J Neurophysiol 53:805-820.
4. David SV, Vinje WE, Gallant JL (2004) Natural stimulus statistics alter the receptive field structure of v1 neurons. J Neurosci 24:6991-7006.
5. Dickey AS, Suminski A, Amit Y, Hatsopoulos NG (2009) Single-unit stability using chronically implanted multielectrode arrays. J Neurophysiol 102:1331-1339.
6. Fawcett T (2006) An introduction to ROC analysis. Pattern Recognit Lett 27:861-874.
7. Georgopoulos AP, Schwartz AB, Kettner RE (1986) Neuronal population coding of movement direction. Science 233:1416-1419.
8. Georgopoulos AP, Pellizzer G, Poliakov AV, Schieber MH (1999) Neural coding of finger and wrist movements. J Comput Neurosci 6:279-288.
9. Hatsopoulos NG, Xu Q, Amit Y (2007) Encoding of movement fragments in the motor cortex. J Neurosci 27:5105-5114. (Pubitemid 46741784)
10. Hendrix CM, Mason CR, Ebner TJ (2009) Signaling of grasp dimension and grasp force in dorsal premotor cortex and primary motor cortex neurons during reach to grasp in the monkey. J Neurophysiol 102:132-145.
11. Hille B (2001) Ion channels of excitable membranes. Sunderland, MA: Sinauer Associates.
12. Hocherman S, Wise SP (1991) Effects of hand movement path on motor cortical activity in awake, behaving rhesus monkeys. Exp Brain Res 83:285-302.
13. Kalaska JF, Cohen DA, Hyde ML, Prud'homme M (1989) A comparison of movement direction-related versus load direction-related activity in primate motor cortex, using a two-dimensional reaching task. J Neurosci 9:2080-2102.
14. Keat J, Reinagel P, Reid RC, Meister M (2001) Predicting every spike: a model for the responses of visual neurons. Neuron 30:803-817.
15. Margoliash D (1983) Acoustic parameters underlying the responses of song-specific neurons in the white-crowned sparrow. J Neurosci 3:1039-1057.
16. Margoliash D, Fortune ES (1992) Temporal and harmonic combination-sensitive neurons in the zebra finch's HVc. J Neurosci 12:4309-4326.
17. Mason CR, Gomez JE, Ebner TJ (2001) Hand synergies during reach-to-grasp. J Neurophysiol 86:2896-2910.
18. Mason CR, Gomez JE, Ebner TJ (2002) Primary motor cortex neuronal discharge during reach-to-grasp: controlling the hand as a unit. Arch Ital Biol 140:229-236.
19. Mason CR, Theverapperuma LS, Hendrix CM, Ebner TJ (2004) Monkey hand postural synergies during reach-to-grasp in the absence of vision of the hand and object. J Neurophysiol 91:2826-2837.
20. Maynard EM, Nordhausen CT, Normann RA (1997) The Utah intracortical electrode array: a recording structure for potential brain-computer interfaces. Electroencephalogr Clin Neurophysiol 102:228-239.
21. Maynard EM, Hatsopoulos NG, Ojakangas CL, Acuna BD, Sanes JN, Normann RA, Donoghue JP (1999) Neuronal interactions improve cortical population coding of movement direction. J Neurosci 19:8083-8093.
22. McCullagh P, Nelder JA (1989) Generalized linear models. Boca Raton, FL: Chapman and Hall/CRC.
23. Moran DW, Schwartz AB (1999a) Motor cortical activity during drawing movements: population representation during spiral tracing. J Neurophysiol 82:2693-2704.
24. Moran DW, Schwartz AB (1999b) Motor cortical representation of speed and direction during reaching. J Neurophysiol 82:2676-2692.
25. Obeid I, Nicolelis MA, Wolf PD (2004) A multichannel telemetry system for single unit neural recordings. J Neurosci Methods 133:33-38.
26. Paninski L, Pillow JW, Simoncelli EP (2004a) Maximum likelihood estimation of a stochastic integrate-and-fire neural encoding model. Neural Comput 16:2533-2561. (Pubitemid 39604009)
27. Paninski L, Fellows MR, Hatsopoulos NG, Donoghue JP (2004b) Spatio-temporal tuning of motor cortical neurons for hand position and velocity. J Neurophysiol 91:515-532.
28. Park MC, Belhaj-Saïf A, Gordon M, Cheney PD (2001) Consistent features in the forelimb representation of primary motor cortex in rhesus macaques. J Neurosci 21:2784-2792. (Pubitemid 32298219)
29. Paulignan Y, Jeannerod M, MacKenzie C, Marteniuk R (1991) Selective perturbation of visual input during prehension movements. 2. The effects of changing object size. Exp Brain Res 87:407-420.
30. Pillow JW, Shlens J, Paninski L, Sher A, Litke AM, Chichilnisky EJ, Simoncelli EP (2008) Spatio-temporal correlations and visual signalling in a complete neuronal population. Nature 454:995-999.
31. Poliakov AV, Schieber MH (1999) Limited functional grouping of neurons in the motor cortex hand area during individuated finger movements: a cluster analysis. J Neurophysiol 82:3488-3505.
32. Rousche PJ, Normann RA (1992) A method for pneumatically inserting an array of penetrating electrodes into cortical tissue. Ann Biomed Eng 20:413-422.
33. Santello M, Flanders M, Soechting JF (2002) Patterns of hand motion during grasping and the influence of sensory guidance. J Neurosci 22:1426-1435. (Pubitemid 34163743)
34. Schieber MH (1990) How might the motor cortex individuate movements? Trends Neurosci 13:440-445.
35. Schieber MH, Hibbard LS (1993) How somatotopic is the motor cortex hand area? Science 261:489-492.
36. Stark E, Drori R, Asher I, Ben-Shaul Y, Abeles M (2007) Distinct movement parameters are represented by different neurons in the motor cortex. Eur J Neurosci 26:1055-1066.
37. Stevenson IH, Rebesco JM, Hatsopoulos NG, Haga Z, Miller LE, Körding KP (2009) Bayesian inference of functional connectivity and network structure from spikes. IEEE Trans Neural Syst Rehabil Eng 17:203-213.
38. Todorov E, Ghahramani Z (2004) Analysis of the synergies underlying complex hand manipulation. Conf Proc IEEE Eng Med Biol Soc 6:4637-4640.
39. Truccolo W, Eden UT, Fellows MR, Donoghue JP, Brown EN (2005) A point process framework for relating neural spiking activity to spiking history, neural ensemble, and extrinsic covariate effects. J Neurophysiol 93:1074-1089.
40. Truccolo W, Friehs GM, Donoghue JP, Hochberg LR (2008) Primary motor cortex tuning to intended movement kinematics in humans with tetraplegia. J Neurosci 28:1163-1178.
41. Truccolo W, Hochberg LR, Donoghue JP (2010) Collective dynamics in human and monkey sensorimotor cortex: predicting single neuron spikes. Nat Neurosci 13:105-111.
42. Umilta MA, Brochier T, Spinks RL, Lemon RN (2007) Simultaneous recording of macaque premotor and primary motor cortex neuronal populations reveals different functional contributions to visuomotor grasp. J Neurophysiol 98:488-501. (Pubitemid 47084838)
43. Vargas-Irwin CE, Shakhnarovich G, Yadollahpour P, Mislow JM, Black MJ, Donoghue JP (2010) Decoding complete reach and grasp actions from local primary motor cortex populations. J Neurosci 30:9659-9669.