Dissociated multi-unit activity and local field potentials: A theory inspired analysis of a motor decision task

NeuroImage

Volumn 52, Issue 3, 2010, Pages 812-823

  Mattia, Maurizio ^a,b   Ferraina, Stefano ^c   Del Giudice, Paolo ^a,b  

^a ISTITUTO SUPERIORE DI SANITÀ   (Italy)

^b INFN SEZIONE DI ROMA   (Italy)

^c SAPIENZA UNIVERSITY OF ROME   (Italy)

Author keywords

Integrate and fire neuron networks; LFP, MUA, Dorsal premotor cortex; Reaching

Indexed keywords

ANIMAL EXPERIMENT; ARTICLE; BRAIN ELECTROPHYSIOLOGY; BRAIN FUNCTION; ELECTRIC POTENTIAL; MONKEY; MOTOR ACTIVITY; MOTOR PERFORMANCE; NERVE CELL NETWORK; NEUROMODULATION; NONHUMAN; PREFRONTAL CORTEX; PREMOTOR CORTEX; PRIORITY JOURNAL; SPECTROSCOPY; SPIKE WAVE; STATISTICAL MODEL; ANIMAL; ARTIFICIAL NEURAL NETWORK; BIOLOGICAL MODEL; BRAIN; HAPLORHINI; MEMBRANE POTENTIAL; NERVE CELL; NERVE TRACT; PHYSIOLOGY;

ANIMALS; BRAIN; HAPLORHINI; MEMBRANE POTENTIALS; MODELS, NEUROLOGICAL; MOTOR ACTIVITY; NEURAL NETWORKS (COMPUTER); NEURAL PATHWAYS; NEURONS;

EID: 77954383320     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2010.01.063     Document Type: Article

References (62)

1. Alexander G.E., DeLong M.R., Strick P.L. Parallel organization of functionally segregated circuits linking basal ganglia and cortex. Ann. Rev. Neurosci. 1986, 9:357-381.
2. Amit D.J., Brunel N. Dynamics of a recurrent network of spiking neurons before and following learning. Network 1997, 8:373-404.
3. Andersen R.A., Musallam S., Pesaran B. Selecting the signals for a brain-machine interface. Curr. Opin. Neurobiol. 2004, 14:720-726.
4. Aron A.R. The neural basis of inhibition in cognitive control. Neuroscientist 2007, 13:214-228.
5. Aron A.R., Poldrack R.A. Cortical and subcortical contributions to stop signal response inhibition: role of the subthalamic nucleus. J. Neurosci. 2006, 26:2424-2433.
6. Aron A.R., Durston S., Eagle D.M., Logan G.D., Stinear C.M., Stuphorn V. Converging evidence for a fronto-basal-ganglia network for inhibitory control of action and cognition. J. Neurosci. 2007, 27:11860-11864.
7. Bédard C., Kröger H., Destexhe A. Modeling extracellular field potentials and the frequency-filtering properties of extracellular space. Biophys. J. 2004, 86:1829-1842.
8. Berens P., Keliris G.A., Ecker A.S., Logothetis N.K., Tolias A.S. Feature selectivity of the gamma-band of the local field potential in primate primary visual cortex. Front. Neurosci. 2008, 2:199-207.
9. Briggs F., Usrey W.M. Modulation of gamma-band activity across local cortical circuits. Front. Integr. Neurosci. 2009, 3:15.
10. Brovelli A., Ding M., Ledberg A., Chen Y., Nakamura R., Bressler S.L. Beta oscillations in a large-scale sensorimotor cortical network: directional influences revealed by Granger causality. Proc. Natl. Acad. Sci. U. S. A. 2004, 101(26):9849-9854.
11. Brunel N. Dynamics of sparsely connected networks of excitatory and inhibitory spiking neurons. J. Comput. Neurosci. 2000, 8:183-208.
12. Brunel N., Hakim V. Fast global oscillations in networks of integrate-and-fire neurons with low firing rates. Neural Comput. 1999, 11:1621-1671.
13. Brunel N., Wang X.J. What determines the frequency of fast network oscillations with irregular neural discharges? I. synaptic dynamics and excitation-inhibition balance. J. Neurophysiol. 2003, 90:415-430.
14. Buneo C.A., Jarvis M.R., Batista A.P., Andersen R.A. Properties of spike train spectra in two parietal reach areas. Exp. Brain Res. 2003, 153:134-139.
15. Burnod Y., Baraduc P., Battaglia-Mayer A., Guigon E., Koechlin E., Ferraina S., Lacquaniti F., Caminiti R. Parieto-frontal coding of reaching: an integrated framework. Exp. Brain Res. 1999, 129:325-346.
16. Buzsáki G. Large-scale recording of neuronal ensembles. Nat. Neurosci. 2004, 7(5):446-451.
17. Buzsáki G., Draguhn A. Neuronal oscillations in cortical networks. Science 2004, 304:1926-1929.
18. Caminiti R., Ferraina S., Mayer A.B. Visuomotor transformations: early cortical mechanisms of reaching. Curr. Opin. Neurobiol. 1998, 8:753-761.
19. Del Giudice P., Mattia M., Mirabella G., Pani P., Ferraina S. Neural correlates of motor decision from field potentials. program no. 705.3. Neuroscience Meeting Planner 2006, Society for Neuroscience, Atlanta, GA, 2006. Online.
20. Donoghue J.P. Bridging the brain to the world: a perspective on neural interface systems. Neuron 2008, 60(3):511-521.
21. Donoghue J.P., Sanes J.N., Hatsopoulos N.G., Gaál G. Neural discharge and local field potential oscillations in primate motor cortex during voluntary movements. J. Neurophysiol. 1998, 79:159-173.
22. Engel A.K., Fries P., Singer W. Dynamic predictions: oscillations and synchrony in top-down processing. Nat. Rev. Neurosci. 2001, 2:704-716.
23. Fries P., Reynolds J.H., Rorie A.E., Desimone R. Modulation of oscillatory neuronal synchronization by selective visual attention. Science 2001, 291:1560-1563.
24. Gabernet L., Jadhav S.P., Feldman D.E., Carandini M., Scanziani M. Somatosensory integration controlled by dynamic thalamocortical feed-forward inhibition. Neuron 2005, 48:315-327.
25. Gieselmann M.A., Thiele A. Comparison of spatial integration and surround suppression characteristics in spiking activity and the local field potential in macaque v1. Eur. J. Neurosci. 2008, 28:447-459.
26. Heldman D.A., Wang W., Chan S.S., Moran D.W. Local field potential spectral tuning in motor cortex during reaching. IEEE Trans. Neural Syst. Rehabil. Eng. 2006, 14:180-183.
27. Henze D.A., Borhegyi Z., Csicsvari J., Mamiya A., Harris K.D., Buzsáki G. Intracellular features predicted by extracellular recordings in the hippocampus in vivo. J. Neurophysiol. 2000, 84(1):390-400.
28. Houk J.C., Wise S.P. Distributed modular architectures linking basal ganglia, cerebellum, and cerebral cortex: their role in planning and controlling action. Cereb. Cortex 1995, 5:95-110.
29. Inoue T., Imoto K. Feedforward inhibitory connections from multiple thalamic cells to multiple regular-spiking cells in layer 4 of the somatosensory cortex. J. Neurophysiol. 2006, 96:1746-1754.
30. Johnson P.B., Ferraina S., Bianchi L., Caminiti R. Cortical networks for visual reaching: physiological and anatomical organization of frontal and parietal lobe arm regions. Cereb. Cortex 1996, 6:102-119.
31. Katzner S., Nauhaus I., Benucci A., Bonin V., Ringach D.L., Carandini M. Local origin of field potentials in visual cortex. Neuron 2009, 61:35-41.
32. Kreiman G., Hung C.P., Kraskov A., Quiroga R.Q., Poggio T., DiCarlo J.J. Object selectivity of local field potentials and spikes in the macaque inferior temporal cortex. Neuron 2006, 49:433-445.
33. Liu J., Newsome W.T. Local field potential in cortical area mt: stimulus tuning and behavioral correlations. J. Neurosci. 2006, 26:7779-7790.
34. Logan G.D., Cowan W.B. On the ability to inhibit thought and action: a theory of an act of control. Psychol. Rev. 1984, 91:295-327.
35. Logothetis N.K., Kayser C., Oeltermann A. In vivo measurement of cortical impedance spectrum in monkeys: implications for signal propagation. Neuron 2007, 55:809-823.
36. Luppino G., Rozzi S., Calzavara R., Matelli M. Prefrontal and agranular cingulate projections to the dorsal premotor areas f2 and f7 in the macaque monkey. Eur. J. Neurosci. 2003, 17:559-578.
37. Mar D.J., Chow C.C., Gerstner W., Adams R.W., Collins J.J. Noise shaping in populations of coupled model neurons. Proc. Natl. Acad. Sci. U. S. A. 1999, 96:10450-10455.
38. Marconi B., Genovesio A., Battaglia-Mayer A., Ferraina S., Squatrito S., Molinari M., Lacquaniti F., Caminiti R. Eye-hand coordination during reaching. I. anatomical relationships between parietal and frontal cortex. Cereb. Cortex 2001, 11:513-527.
39. Martinez J., Pedreira C., Ison M.J., Quian Quiroga R. Realistic simulation of extracellular recordings. J. Neurosci. Methods 2009, 184(2):285-293.
40. Matelli M., Luppino G. Parietofrontal circuits for action and space perception in the macaque monkey. NeuroImage 2001, 14:S27-S32.
41. Mattia M., Del Giudice P. Efficient event-driven simulation of large networks of spiking neurons and dynamical synapses. Neural Comput. 2000, 12:2305-2329.
42. Mattia M., Del Giudice P. Population dynamics of interacting spiking neurons. Phys. Rev. E 2002, 66:051917.
43. Mattia M., Del Giudice P. Finite-size dynamics of inhibitory and excitatory interacting spiking neurons. Phys. Rev. E 2004, 70:052903.
44. Mattia, M., Mirabella, G., Pani, P., Ferraina, S., Del Giudice, P., 2006. Neural correlates of motor decision from field potentials. a233.22. In: FENS Forum Abstracts. Vol. 3.
45. Mehring C., Rickert J., Vaadia E., Cardosa De Oliveira S., Aertsen A., Rotter S. Inference of hand movements from local field potentials in monkey motor cortex. Nat. Neurosci. 2003, 6:1253-1254.
46. Mirabella G., Pani P., Paré M., Ferraina S. Inhibitory control of reaching movements in humans. Exp. Brain Res. 2006, 174:240-255.
47. Mitzdorf U. Current source-density method and application in cat cerebral cortex: investigation of evoked potentials and eeg phenomena. Physiol. Rev. 1985, 65:37-100.
48. Monosov I.E., Trageser J.C., Thompson K.G. Measurements of simultaneously recorded spiking activity and local field potentials suggest that spatial selection emerges in the frontal eye field. Neuron 2008, 57:614-625.
49. Murthy V.N., Fetz E.E. Oscillatory activity in sensorimotor cortex of awake monkeys: synchronization of local field potentials and relation to behavior. J. Neurophysiol. 1996, 76:3949-3967.
50. Nauhaus I., Busse L., Carandini M., Ringach D.L. Stimulus contrast modulates functional connectivity in visual cortex. Nat. Neurosci. 2009, 12:70-76.
51. Nielsen K.J., Logothetis N.K., Rainer G. Dissociation between local field potentials and spiking activity in macaque inferior temporal cortex reveals diagnosticity-based encoding of complex objects. J. Neurosci. 2006, 26:9639-9645.
52. O'Leary J.G., Hatsopoulos N.G. Early visuomotor representations revealed from evoked local field potentials in motor and premotor cortical areas. J. Neurophysiol. 2006, 96(3):1492-1506.
53. Rickert J., Oliveira S.C.D., Vaadia E., Aertsen A., Rotter S., Mehring C. Encoding of movement direction in different frequency ranges of motor cortical local field potentials. J. Neurosci. 2005, 25:8815-8824.
54. Sanes J.N., Donoghue J.P. Oscillations in local field potentials of the primate motor cortex during voluntary movement. Proc. Natl. Acad. Sci. U. S. A. 1993, 90:4470-4474.
55. Spiridon M., Gerstner W. Noise spectrum and signal transmission through a population of spiking neurons. Network 1999, 10:257-272.
56. Stark E., Abeles M. Predicting movement from multiunit activity. J. Neurosci. 2007, 27:8387-8394.
57. Supèr H., Roelfsema P.R. Chronic multiunit recordings in behaving animals: advantages and limitations. Prog. Brain Res. 2005, 147:263-282.
58. Taylor K., Mandon S., Freiwald W.A., Kreiter A.K. Coherent oscillatory activity in monkey area v4 predicts successful allocation of attention. Cereb. Cortex 2005, 15:1424-1437.
59. Varela F., Lachaux J.P., Rodriguez E., Martinerie J. The brainweb: phase synchronization and large-scale integration. Nat. Rev. Neurosci. 2001, 2:229-239.
60. Waldert S., Pistohl T., Braun C., Ball T., Aertsen A., Mehring C. A review on directional information in neural signals for brain-machine interfaces. J. Physiol. Paris 2009, 103(3-5):244-254.
61. Weinrich M., Wise S.P. The premotor cortex of the monkey. J. Neurosci. 1982, 2:1329-1345.
62. Wise S.P. The primate premotor cortex: past, present, and preparatory. Ann. Rev. Neurosci. 1985, 8:1-19.