Correction: Prediction of muscle activities from electrocorticograms in primary motor cortex of primates (PLoS ONE (2012) 7, 10 (e47992) DOI: 10.1371/journal.pone.0047992);Prediction of Muscle Activities from Electrocorticograms in Primary Motor Cortex of Primates

PLoS ONE

Volumn 7, Issue 10, 2012, Pages

  Shin, Duk ^a   Watanabe, Hidenori ^b   Kambara, Hiroyuki ^a   Nambu, Atsushi ^b,c   Isa, Tadashi ^b,c   Nishimura, Yukio ^b,c,d   Koike, Yasuharu ^a,d  

^a TOKYO INSTITUTE OF TECHNOLOGY   (Japan)

^b NATIONAL INSTITUTE FOR PHYSIOLOGICAL SCIENCES   (Japan)

^c GRADUATE UNIVERSITY FOR ADVANCED STUDIES   (Japan)

^d JAPAN SCIENCE AND TECHNOLOGY AGENCY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY; ANALYTICAL ERROR; ANIMAL EXPERIMENT; ARTICLE; CONTROLLED STUDY; ELECTROCORTICOGRAPHY; ELECTROMYOGRAPHY; FEASIBILITY STUDY; FEMALE; FLEXOR DIGITORUM PROFUNDUS; FLEXOR MUSCLE; HAND MUSCLE; LINEAR REGRESSION ANALYSIS; MALE; MOVEMENT (PHYSIOLOGY); MUSCLE CONTRACTION; NERVOUS SYSTEM ELECTROPHYSIOLOGY; NONHUMAN; PREDICTION; PRIMARY MOTOR CORTEX; SENSORIMOTOR FUNCTION;

EID: 84868118718     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0092653     Document Type: Erratum

References (57)

1. Wolpaw JR, Mcfarland DJ, Neat GW, Forneris CA, (1991) An Eeg-Based Brain-Computer Interface for Cursor Control. Electroen Clin Neuro 78: 252-259.
2. Pfurtscheller G, Neuper C, (1994) Event-related synchronization of mu rhythm in the EEG over the cortical hand area in man. Neurosci Lett 174: 93-96.
3. Birbaumer N, Ghanayim N, Hinterberger T, Iversen I, Kotchoubey B, et al. (1999) A spelling device for the paralysed. Nature 398: 297-298.
4. Wolpaw JR, Birbaumer N, McFarland DJ, Pfurtscheller G, Vaughan TM, (2002) Brain-computer interfaces for communication and control. Clin Neurophysiol 113: 767-791.
5. Khan YU, Sepulveda F, (2010) Brain-computer interface for single-trial EEG classification for wrist movement imagery using spatial filtering in the gamma band. Iet Signal Processing 4: 510-517.
6. 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.
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. 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: 4681-4693.
9. Hochberg LR, Serruya MD, Friehs GM, Mukand JA, Saleh M, et al. (2006) Neuronal ensemble control of prosthetic devices by a human with tetraplegia. Nature 442: 164-171.
10. Velliste M, Perel S, Spalding MC, Whitford AS, Schwartz AB, (2008) Cortical control of a prosthetic arm for self-feeding. Nature 453: 1098-1101.
11. Nicolelis MAL, Lebedev MA, (2009) OPINION Principles of neural ensemble physiology underlying the operation of brain-machine interfaces. Nat Rev Neurosci 10: 530-540.
12. Chase SM, Schwartz AB, Kass RE, (2010) Latent Inputs Improve Estimates of Neural Encoding in Motor Cortex. J Neurosci 30: 13873-13882.
13. Andersen RA, Hwang EJ, Mulliken GH, (2010) Cognitive Neural Prosthetics. Annu Rev Psychol 61: 169-190.
14. Polikov VS, Tresco PA, Reichert WM, (2005) Response of brain tissue to chronically implanted neural electrodes. J Neurosci Methods 148: 1-18.
15. Leuthardt EC, Schalk G, Wolpaw JR, Ojemann JG, Moran DW, (2004) A brain-computer interface using electrocorticographic signals in humans. J Neural Eng 1: 63-71.
16. Pistohl T, Ball T, Schulze-Bonhage A, Aertsen A, Mehring C, (2008) Prediction of arm movement trajectories from ECoG-recordings in humans. J Neurosci Methods 167: 105-114.
17. Levine SP, Huggins JE, BeMent SL, Kushwaha RK, Schuh LA, et al. (2000) A direct brain interface based on event-related potentials. IEEE Trans Rehabil Eng 8: 180-185.
18. Mehring C, Nawrot MP, de Oliveira SC, Vaadia E, Schulze-Bonhage A, et al. (2004) Comparing information about arm movement direction in single channels of local and epicortical field potentials from monkey and human motor cortex. Journal of Physiology-Paris 98: 498-506.
19. Schalk G, Kubanek J, Miller KJ, Anderson NR, Leuthardt EC, et al. (2007) Decoding two-dimensional movement trajectories using electrocorticographic signals in humans. J Neural Eng 4: 264-275.
20. Sanchez JC, Gunduz A, Carney PR, Principe JC, (2008) Extraction and localization of mesoscopic motor control signals for human ECoG neuroprosthetics. J Neurosci Methods 167: 63-81.
21. Chao ZC, Nagasaka Y, Fujii N, (2010) Long-term asynchronous decoding of arm motion using electrocorticographic signals in monkeys. Front Neuroeng 3: 3.
22. Pistohl T, Schulze-Bonhage A, Aertsen A, Mehring C, Ball T, (2012) Decoding natural grasp types from human ECoG. Neuroimage 59: 248-260.
23. Parameshwaran D, Crone NE, Thiagarajan TC, (2012) Coherence potentials encode simple human sensorimotor behavior. PLoS ONE 7: e30514.
24. Ball T, Kern M, Mutschler I, Aertsen A, Schulze-Bonhage A, (2009) Signal quality of simultaneously recorded invasive and non-invasive EEG. Neuroimage 46: 708-716.
25. Slutzky MW, Jordan LR, Krieg T, Chen M, Mogul DJ, et al. (2010) Optimal spacing of surface electrode arrays for brain-machine interface applications. J Neural Eng 7: 26004.
26. Heliot R, Orsborn AL, Ganguly K, Carmena JM, (2010) System Architecture for Stiffness Control in Brain-Machine Interfaces. IEEE Trans. Syst. Man Cybern. Part A-Syst. Hum. 40: 732-742.
27. Kawase T, Kambara H, Koike Y, (2011) A Power Assist Device Based on Joint Equilibrium Point Estimation from EMG Signals. Journal of Robotics and Mechatronics 24: 205-218.
28. Koike Y, Hirose H, Sakurai Y, Iijima T, (2006) Prediction of arm trajectory from a small number of neuron activities in the primary motor cortex. Neurosci Res 55: 146-153.
29. Choi K, Hirose H, Sakurai Y, Iijima T, Koike Y, (2009) Prediction of arm trajectory from the neural activities of the primary motor cortex with modular connectionist architecture. Neural Netw 22: 1214-1223.
30. Shin D, Kim J, Koike Y, (2009) A myokinetic arm model for estimating joint torque and stiffness from EMG signals during maintained posture. J Neurophysiol 101: 387-401.
31. Weatherall D (2006) The use of non-human primates in research-The Weatherall Report. Available: http://royalsociety.org/The-Weatherall-report-on-the-use-of-non-human-primates-in-research/. Accessed 2012 Sep 30.
32. Ting JA, D'Souza A, Yamamoto K, Yoshioka T, Hoffman D, et al. (2008) Variational Bayesian least squares: an application to brain-machine interface data. Neural Netw 21: 1112-1131.
33. Ganesh G, Burdet E, Haruno M, Kawato M, (2008) Sparse linear regression for reconstructing muscle activity from human cortical fMRI. Neuroimage 42: 1463-1472.
34. Nambu I, Osu R, Sato MA, Ando S, Kawato M, et al. (2009) Single-trial reconstruction of finger-pinch forces from human motor-cortical activation measured by near-infrared spectroscopy (NIRS). Neuroimage 47: 628-637.
35. Toda A, Imamizu H, Kawato M, Sato MA, (2011) Reconstruction of two-dimensional movement trajectories from selected magnetoencephalography cortical currents by combined sparse Bayesian methods. Neuroimage 54: 892-905.
36. Yoshimura N, DaSalla CS, Hanakawa T, Sato MA, Koike Y, (2012) Reconstruction of flexor and extensor muscle activities from electroencephalography cortical currents. Neuroimage 59: 1324-1337.
37. Watanabe H, Sato MA, Suzuki T, Nambu A, Nishimura Y, et al. (2012) Reconstruction of movement-related intracortical activity from micro-electrocorticogram array signals in monkey primary motor cortex. J Neural Eng 9: 036006.
38. Sato M (2009) Variational Bayesian Sparse Regression toolbox. ATR Computational Neuroscience Laboratories. Available: http://www.cns.atr.jp/cbi/sparse_estimation/sato/VBSR.html. Accessed 2012 Sep 30.
39. Neal RM (1996) Bayesian learning for neural networks. Lect. Notes Stat. No. 118. New York: Springer-Verlag.
40. Sato M, (2001) Online model selection based on the variational bayes. Neural Computation 13: 1649-1681.
41. Rathelot JA, Strick PL, (2009) Subdivisions of primary motor cortex based on cortico-motoneuronal cells. Proc Natl Acad Sci U S A. 106: 918-23.
42. Morrow MM, Miller LE, (2003) Prediction of muscle activity by populations of sequentially recorded primary motor cortex neurons. J Neurophysiol 89: 2279-2288.
43. Santucci DM, Kralik JD, Lebedev MA, Nicolelis MAL, (2005) Frontal and parietal cortical ensembles predict single-trial muscle activity during reaching movements in primates. Eur J Neurosci 22: 1529-1540.
44. Pohlmeyer EA, Solla SA, Perreault EJ, Miller LE, (2007) Prediction of upper limb muscle activity from motor cortical discharge during reaching. J Neural Eng 4: 369-379.
45. Schieber MH, Rivlis G, (2007) Partial reconstruction of muscle activity from a pruned network of diverse motor cortex neurons. J Neurophysiol 97: 70-82.
46. Flint RD, Ethier C, Oby ER, Miller LE, Slutzky MW, (2012) Local field potentials allow accurate decoding of muscle activity. J Neurophysiol 108: 18-24.
47. Stark E, Abeles M, (2007) Predicting movement from multiunit activity. J Neurosci 27: 8387-8394.
48. Flint RD, Lindberg EW, Jordan LR, Miller LE, Slutzky MW, (2012) Accurate decoding of reaching movements from field potentials in the absence of spikes. J Neural Eng 9: 046006.
49. Zhuang J, Truccolo W, Vargas-Irwin C, Donoghue JP, (2010) Decoding 3-D Reach and Grasp Kinematics From High-Frequency Local Field Potentials in Primate Primary Motor Cortex. IEEE Trans Biomed Eng. 57: 1774-1784.
50. Rickert J, de Oliveira SC, Vaadia E, Aertsen A, Rotter S, et al. (2005) Encoding of movement direction in different frequency ranges of motor cortical local field potentials. Journal of Neuroscience 25: 8815-8824.
51. Bansal AK, Truccolo W, Vargas-Irwin CE, Donoghue JP, (2012) Decoding 3D reach and grasp from hybrid signals in motor and premotor cortices: spikes, multiunit activity, and local field potentials. J Neurophysiol 107: 1337-1355.
52. Mollazadeh M, Aggarwal V, Singhal G, Law A, Davidson A, et al. (2008) Spectral modulation of LFP activity in M1 during dexterous finger movements. Conf Proc IEEE Eng Med Biol Soc 2008: 5314-5317.
53. Toro C, Cox C, Friehs G, Ojakangas C, Maxwell R, et al. (1994) 8-12 Hz rhythmic oscillations in human motor cortex during two-dimensional arm movements: evidence for representation of kinematic parameters. Electroencephalogr Clin Neurophysiol. 93: 390-403.
54. Baker SN, Olivier E, Lemon RN, (1997) Coherent oscillations in monkey motor cortex and hand muscle EMG show task-dependent modulation. Journal of Physiology-London 501: 225-241.
55. Ohara S, Nagamine T, Ikeda A, Kunieda T, Matsumoto R, et al. (2000) Electrocorticogram-electromyogram coherence during isometric contraction of hand muscle in human. Clin Neurophysiol 111: 2014-2024.
56. Nishimura Y, Morichika Y, Isa T, (2009) A subcortical oscillatory network contributes to recovery of hand dexterity after spinal cord injury. Brain 132: 709-721.
57. Griffin DM, Hudson HM, Belhaj-Saïf A, McKiernan BJ, Cheney PD, (2008) Do corticomotoneuronal cells predict target muscle EMG activity? J Neurophysiol. 99: 1169-986.