Oscillatory synchrony as a mechanism of attentional processing

Brain Research

Volumn 1626, Issue , 2015, Pages 165-182

  Gregoriou, Georgia G ^a,b   Paneri, Sofia ^a,b   Sapountzis, Panagiotis ^b  

^a UNIVERSITY OF CRETE   (Greece)

^b INSTITUTE OF COMPUTER SCIENCE   (Greece)

Author keywords

Alpha; Attention; Beta; Gamma; Interareal communication; Oscillations; Synchrony

Indexed keywords

ALPHA RHYTHM; ATTENTION; BEHAVIOR; BETA RHYTHM; BIOPHYSICS; BRAIN ELECTROPHYSIOLOGY; CELLS BY BODY ANATOMY; CORTICAL SYNCHRONIZATION; ELECTROPHYSIOLOGY; GAMMA RHYTHM; HUMAN; INFORMATION; MICROSCOPY; NERVE CELL; NERVE CELL NETWORK; NEUROMODULATION; NONHUMAN; OSCILLATION; PRIMATE; PRIORITY JOURNAL; REVIEW; THEORETICAL STUDY; ANIMAL; BRAIN; ELECTROENCEPHALOGRAM; PHYSIOLOGY; VISION;

ANIMALS; ATTENTION; BRAIN; BRAIN WAVES; CORTICAL SYNCHRONIZATION; HUMANS; VISUAL PERCEPTION;

EID: 84948715271     PISSN: 00068993     EISSN: 18726240     Source Type: Journal    
DOI: 10.1016/j.brainres.2015.02.004     Document Type: Review

References (194)

1. H.J. Alitto, and Y. Dan Cell-type-specific modulation of neocortical activity by basal forebrain input Front. Syst. Neurosci. 6 2012 79
2. T. Aoyagi, T. Takekawa, and T. Fukai Gamma rhythmic bursts: coherence control in networks of cortical pyramidal neurons Neural Comput. 15 2003 1035 1061
3. S. Ardid, X.J. Wang, D. Gomez-Cabrero, and A. Compte Reconciling coherent oscillation with modulation of irregular spiking activity in selective attention: gamma-range synchronization between sensory and executive cortical areas J. Neurosci. 30 2010 2856 2870
4. R. Azouz, and C.M. Gray Dynamic spike threshold reveals a mechanism for synaptic coincidence detection in cortical neurons in vivo Proc. Natl. Acad. Sci. U.S.A. 97 2000 8110 8115
5. D. Baldauf, and R. Desimone Neural mechanisms of object-based attention Science 344 2014 424 427
6. L. Barnett, and A.K. Seth The MVGC multivariate Granger causality toolbox: a new approach to Granger-causal inference J. Neurosci. Methods 223 2014 50 68
7. M. Bartos, I. Vida, and P. Jonas Synaptic mechanisms of synchronized gamma oscillations in inhibitory interneuron networks Nat. Rev. Neurosci. 8 2007 45 56
8. A.M. Bastos, J. Vezoli, C.A. Bosman, J.M. Schoffelen, R. Oostenveld, J.R. Dowdall, P. De Weerd, H. Kennedy, and P. Fries Visual areas exert feedforward and feedback influences through distinct frequency channels Neuron 85 2015 390 401
9. A.M. Bastos, J. Vezoli, and P. Fries Communication through coherence with inter-areal delays Curr. Opin. Neurobiol. 31C 2014 173 180
10. M. Bauer, R. Oostenveld, M. Peeters, and P. Fries Tactile spatial attention enhances gamma-band activity in somatosensory cortex and reduces low-frequency activity in parieto-occipital areas J. Neurosci. 26 2006 490 501
11. M. Bauer, C. Kluge, D. Bach, D. Bradbury, H.J. Heinze, R.J. Dolan, and J. Driver Cholinergic enhancement of visual attention and neural oscillations in the human brain Curr. Biol. 22 2012 397 402
12. K. Benchenane, P.H. Tiesinga, and F.P. Battaglia Oscillations in the prefrontal cortex: a gateway to memory and attention Curr. Opin. Neurobiol. 21 2011 475 485
13. O. Bernander, C. Koch, and M. Usher The effect of synchronized inputs at the single neuron level Neural Comput. 6 1994 622 641
14. N.P. Bichot, A.F. Rossi, and R. Desimone Parallel and serial neural mechanisms for visual search in macaque area V4 Science 308 2005 529 534
15. A. Bollimunta, Y. Chen, C.E. Schroeder, and M. Ding Neuronal mechanisms of cortical alpha oscillations in awake-behaving macaques J. Neurosci. 28 2008 9976 9988
16. A. Bollimunta, J. Mo, C.E. Schroeder, and M. Ding Neuronal mechanisms and attentional modulation of corticothalamic alpha oscillations J. Neurosci. 31 2011 4935 4943
17. C. Borgers, and N. Kopell Synchronization in networks of excitatory and inhibitory neurons with sparse, random connectivity Neural Comput. 15 2003 509 538
18. C. Borgers, S. Epstein, and N.J. Kopell Background gamma rhythmicity and attention in cortical local circuits: a computational study Proc. Natl. Acad. Sci. U.S.A. 102 2005 7002 7007
19. C.A. Bosman, J.M. Schoffelen, N. Brunet, R. Oostenveld, A.M. Bastos, T. Womelsdorf, B. Rubehn, T. Stieglitz, P. De Weerd, and P. Fries Attentional stimulus selection through selective synchronization between monkey visual areas Neuron 75 2012 875 888
20. S.L. Bressler, and C.G. Richter Interareal oscillatory synchronization in top-down neocortical processing Curr. Opin. Neurobiol. 31 C 2014 62 66
21. A. Brovelli, M. Ding, A. Ledberg, Y. Chen, R. Nakamura, and S.L. Bressler Beta oscillations in a large-scale sensorimotor cortical network: directional influences revealed by Granger causality Proc. Natl. Acad. Sci. U.S.A. 101 2004 9849 9854
22. N. Brunel, and X.J. Wang What determines the frequency of fast network oscillations with irregular neural discharges? I. Synaptic dynamics and excitation-inhibition balance J. Neurophysiol. 90 2003 415 430
23. N.M. Brunet, C.A. Bosman, M. Vinck, M. Roberts, R. Oostenveld, R. Desimone, P. De Weerd, and P. Fries Stimulus repetition modulates gamma-band synchronization in primate visual cortex Proc. Natl. Acad. Sci. U.S.A. 111 2014 3626 3631
24. A. Buehlmann, and G. Deco The neuronal basis of attention: rate versus synchronization modulation J. Neurosci. 28 2008 7679 7686
25. E.A. Buffalo, P. Fries, R. Landman, T.J. Buschman, and R. Desimone Laminar differences in gamma and alpha coherence in the ventral stream Proc. Natl. Acad. Sci. U.S.A. 108 2011 11262 11267
26. E.H. Buhl, G. Tamas, and A. Fisahn Cholinergic activation and tonic excitation induce persistent gamma oscillations in mouse somatosensory cortex in vitro J. Physiol. 513 Pt 1 1998 117 126
27. T.J. Buschman, and E.K. Miller Top-down versus bottom-up control of attention in the prefrontal and posterior parietal cortices Science 315 2007 1860 1862
28. T.J. Buschman, and E.K. Miller Serial, covert shifts of attention during visual search are reflected by the frontal eye fields and correlated with population oscillations Neuron 63 2009 386 396
29. G. Buzsaki, and X.J. Wang Mechanisms of gamma oscillations Annu. Rev. Neurosci. 35 2012 203 225
30. J. Cannon, M.M. McCarthy, S. Lee, J. Lee, C. Borgers, M.A. Whittington, and N. Kopell Neurosystems: brain rhythms and cognitive processing Eur. J. Neurosci. 39 2014 705 719
31. J.A. Cardin, M. Carlen, K. Meletis, U. Knoblich, F. Zhang, K. Deisseroth, L.H. Tsai, and C.I. Moore Driving fast-spiking cells induces gamma rhythm and controls sensory responses Nature 459 2009 663 667
32. M. Carrasco Visual attention: the past 25 years Vis. Res. 51 2011 1484 1525
33. M. Chalk, J.L. Herrero, M.A. Gieselmann, L.S. Delicato, S. Gotthardt, and A. Thiele Attention reduces stimulus-driven gamma frequency oscillations and spike field coherence in V1 Neuron 66 2010 114 125
34. J.L. Chan, M.J. Koval, T. Womelsdorf, S.G. Lomber, and S. Everling Dorsolateral prefrontal cortex deactivation in monkeys reduces preparatory beta and gamma power in the superior colliculus Cereb. Cortex 2014
35. C.C. Chow, J.A. White, J. Ritt, and N. Kopell Frequency control in synchronized networks of inhibitory neurons J. Comput. Neurosci. 5 1998 407 420
36. M. Corbetta, and G.L. Shulman Control of goal-directed and stimulus-driven attention in the brain Nat. Rev. Neurosci. 3 2002 201 215
37. J. Csicsvari, B. Jamieson, K.D. Wise, and G. Buzsaki Mechanisms of gamma oscillations in the hippocampus of the behaving rat Neuron 37 2003 311 322
38. G. Deco, and E.T. Rolls Neurodynamics of biased competition and cooperation for attention: a model with spiking neurons J. Neurophysiol. 94 2005 295 313
39. G. Deco, and A. Thiele Attention: oscillations and neuropharmacology Eur. J. Neurosci. 30 2009 347 354
40. G. Deco, and A. Thiele Cholinergic control of cortical network interactions enables feedback-mediated attentional modulation Eur. J. Neurosci. 34 2011 146 157
41. A. Delorme, and S. Makeig EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis J. Neurosci. Methods 134 2004 9 21
42. R. Desimone, and J. Duncan Neural mechanisms of selective visual attention Annu. Rev. Neurosci. 18 1995 193 222
43. A.A. Disney, K.V. Domakonda, and C. Aoki Differential expression of muscarinic acetylcholine receptors across excitatory and inhibitory cells in visual cortical areas V1 and V2 of the macaque monkey J. Comp. Neurol. 499 2006 49 63
44. A.A. Disney, C. Aoki, and M.J. Hawken Gain modulation by nicotine in macaque v1 Neuron 56 2007 701 713
45. A.A. Disney, and C. Aoki Muscarinic acetylcholine receptors in macaque V1 are most frequently expressed by parvalbumin-immunoreactive neurons J. Comp. Neurol. 507 2008 1748 1762
46. A.A. Disney, H.A. Alasady, and J.H. Reynolds Muscarinic acetylcholine receptors are expressed by most parvalbumin-immunoreactive neurons in area MT of the macaque Brain Behav. 4 2014 431 445
47. I. Dombrowe, and C.C. Hilgetag Occipitoparietal alpha-band responses to the graded allocation of top-down spatial attention J. Neurophysiol. 112 2014 1307 1316
48. T.H. Donner, M. Siegel, R. Oostenveld, P. Fries, M. Bauer, and A.K. Engel Population activity in the human dorsal pathway predicts the accuracy of visual motion detection J. Neurophysiol. 98 2007 345 359
49. R. Eckhorn, R. Bauer, W. Jordan, M. Brosch, W. Kruse, M. Munk, and H.J. Reitboeck Coherent oscillations: a mechanism of feature linking in the visual cortex? Multiple electrode and correlation analyses in the cat Biol. Cybern. 60 1988 121 130
50. A.K. Engel, A.K. Kreiter, P. Konig, and W. Singer Synchronization of oscillatory neuronal responses between striate and extrastriate visual cortical areas of the cat Proc. Natl. Acad. Sci. U.S.A. 88 1991 6048 6052
51. A.K. Engel, P. Fries, and W. Singer Dynamic predictions: oscillations and synchrony in top-down processing Nat. Rev. Neurosci. 2 2001 704 716
52. A.K. Engel, and W. Singer Temporal binding and the neural correlates of sensory awareness Trends Cogn. Sci. 5 2001 16 25
53. A.K. Engel, and P. Fries Beta-band oscillations - signalling the status quo? Curr. Opin. Neurobiol. 20 2010 156 165
54. D.J. Felleman, and D.C. Van Essen Distributed hierarchical processing in the primate cerebral cortex Cereb. Cortex 1 1991 1 47
55. A. Fisahn, F.G. Pike, E.H. Buhl, and O. Paulsen Cholinergic induction of network oscillations at 40 Hz in the hippocampus in vitro Nature 394 1998 186 189
56. A.C. Flint, and B.W. Connors Two types of network oscillations in neocortex mediated by distinct glutamate receptor subtypes and neuronal populations J. Neurophysiol. 75 1996 951 957
57. T.F. Freund, and G. Buzsaki Interneurons of the hippocampus Hippocampus 6 1996 347 470
58. P. Fries, P.R. Roelfsema, A.K. Engel, P. Konig, and W. Singer Synchronization of oscillatory responses in visual cortex correlates with perception in interocular rivalry Proc. Natl. Acad. Sci. U.S.A. 94 1997 12699 12704
59. P. Fries, J.H. Reynolds, A.E. Rorie, and R. Desimone Modulation of oscillatory neuronal synchronization by selective visual attention Science 291 2001 1560 1563
60. P. Fries A mechanism for cognitive dynamics: neuronal communication through neuronal coherence Trends Cogn. Sci. 9 2005 474 480
61. P. Fries, T. Womelsdorf, R. Oostenveld, and R. Desimone The effects of visual stimulation and selective visual attention on rhythmic neuronal synchronization in macaque area V4 J. Neurosci. 28 2008 4823 4835
62. P. Fries Neuronal gamma-band synchronization as a fundamental process in cortical computation Annu. Rev. Neurosci. 32 2009 209 224
63. K.J. Friston Functional and effective connectivity: a review Brain Connect. 1 2011 13 36
64. M. Goard, and Y. Dan Basal forebrain activation enhances cortical coding of natural scenes Nat. Neurosci. 12 2009 1444 1449
65. S.L. Gonzalez Andino, C.M. Michel, G. Thut, T. Landis, and Peralta, R. Grave de Prediction of response speed by anticipatory high-frequency (gamma band) oscillations in the human brain Hum. Brain Mapp. 24 2005 50 58
66. I.C. Gould, M.F. Rushworth, and A.C. Nobre Indexing the graded allocation of visuospatial attention using anticipatory alpha oscillations J. Neurophysiol. 105 2011 1318 1326
67. C.M. Gray, P. Konig, A.K. Engel, and W. Singer Oscillatory responses in cat visual cortex exhibit inter-columnar synchronization which reflects global stimulus properties Nature 338 1989 334 337
68. G.G. Gregoriou, S.J. Gotts, H. Zhou, and R. Desimone Long-range neural coupling through synchronization with attention Prog. Brain Res. 176 2009 35 45
69. G.G. Gregoriou, S.J. Gotts, H. Zhou, and R. Desimone High frequency long range coupling between prefrontal cortex and visual cortex during attention Science 324 2009 1207 1210
70. G.G. Gregoriou, A.F. Rossi, L.G. Ungerleider, and R. Desimone Lesions of prefrontal cortex reduce attentional modulation of neuronal responses and synchrony in V4 Nat. Neurosci. 17 2014 1003 1011
71. J. Gross, F. Schmitz, I. Schnitzler, K. Kessler, K. Shapiro, B. Hommel, and A. Schnitzler Modulation of long-range neural synchrony reflects temporal limitations of visual attention in humans Proc. Natl. Acad. Sci. U.S.A. 101 2004 13050 13055
72. I. Grothe, S.D. Neitzel, S. Mandon, and A.K. Kreiter Switching neuronal inputs by differential modulations of gamma-band phase-coherence J. Neurosci. 32 2012 16172 16180
73. T. Gruber, M.M. Muller, A. Keil, and T. Elbert Selective visual-spatial attention alters induced gamma band responses in the human EEG Clin. Neurophysiol. 110 1999 2074 2085
74. S. Haegens, V. Nacher, A. Hernandez, R. Luna, O. Jensen, and R. Romo Beta oscillations in the monkey sensorimotor network reflect somatosensory decision making Proc. Natl. Acad. Sci. U.S.A. 108 2011 10708 10713
75. S. Haegens, V. Nacher, R. Luna, R. Romo, and O. Jensen alpha-Oscillations in the monkey sensorimotor network influence discrimination performance by rhythmical inhibition of neuronal spiking Proc. Natl. Acad. Sci. U.S.A. 108 2011 19377 19382
76. S. Haegens, L. Luther, and O. Jensen Somatosensory anticipatory alpha activity increases to suppress distracting input J. Cogn. Neurosci. 24 2012 677 685
77. N. Hajos, I. Katona, S.S. Naiem, K. MacKie, C. Ledent, I. Mody, and T.F. Freund Cannabinoids inhibit hippocampal GABAergic transmission and network oscillations Eur. J. Neurosci. 12 2000 3239 3249
78. B.F. Handel, T. Haarmeier, and O. Jensen Alpha oscillations correlate with the successful inhibition of unattended stimuli J. Cogn. Neurosci. 23 2011 2494 2502
79. M.E. Hasselmo, and M. Sarter Modes and models of forebrain cholinergic neuromodulation of cognition Neuropsychopharmacology 36 2011 52 73
80. J.L. Herrero, M.J. Roberts, L.S. Delicato, M.A. Gieselmann, P. Dayan, and A. Thiele Acetylcholine contributes through muscarinic receptors to attentional modulation in V1 Nature 454 2008 1110 1114
81. J.F. Hipp, A.K. Engel, and M. Siegel Oscillatory synchronization in large-scale cortical networks predicts perception Neuron 69 2011 387 396
82. O. Jensen, B. Gips, T.O. Bergmann, and M. Bonnefond Temporal coding organized by coupled alpha and gamma oscillations prioritize visual processing Trends Neurosci. 37 2014 357 369
83. X. Jia, S. Tanabe, and A. Kohn Gamma and the coordination of spiking activity in early visual cortex Neuron 77 2013 762 774
84. J. Kaiser, I. Hertrich, H. Ackermann, and W. Lutzenberger Gamma-band activity over early sensory areas predicts detection of changes in audiovisual speech stimuli NeuroImage 30 2006 1376 1382
85. S. Kastner, and L.G. Ungerleider Mechanisms of visual attention in the human cortex Annu. Rev. Neurosci. 23 2000 315 341
86. S.P. Kelly, E.C. Lalor, R.B. Reilly, and J.J. Foxe Increases in alpha oscillatory power reflect an active retinotopic mechanism for distracter suppression during sustained visuospatial attention J. Neurophysiol. 95 2006 3844 3851
87. W. Klimesch, P. Sauseng, and S. Hanslmayr EEG alpha oscillations: the inhibition-timing hypothesis Brain Res. Rev. 53 2007 63 88
88. W. Klimesch alpha-band oscillations, attention, and controlled access to stored information Trends Cogn. Sci. 16 2012 606 617
89. C. Koch, M. Rapp, and I. Segev A brief history of time (constants) Cereb. Cortex 6 1996 93 101
90. P. Konig, A.K. Engel, and W. Singer Integrator or coincidence detector? The role of the cortical neuron revisited Trends Neurosci. 19 1996 130 137
91. N. Kopell, G.B. Ermentrout, M.A. Whittington, and R.D. Traub Gamma rhythms and beta rhythms have different synchronization properties Proc. Natl. Acad. Sci. U.S.A. 97 2000 1867 1872
92. M.A. Kramer, A.K. Roopun, L.M. Carracedo, R.D. Traub, M.A. Whittington, and N.J. Kopell Rhythm generation through period concatenation in rat somatosensory cortex PLoS Comput. Biol. 4 2008 e1000169
93. L.S. Krimer, A.V. Zaitsev, G. Czanner, S. Kroner, G. Gonzalez-Burgos, N.V. Povysheva, S. Iyengar, G. Barrionuevo, and D.A. Lewis Cluster analysis-based physiological classification and morphological properties of inhibitory neurons in layers 2-3 of monkey dorsolateral prefrontal cortex J. Neurophysiol. 94 2005 3009 3022
94. P. Lakatos, G. Karmos, A.D. Mehta, I. Ulbert, and C.E. Schroeder Entrainment of neuronal oscillations as a mechanism of attentional selection Science 320 2008 110 113
95. V.A. Lamme, and H. Spekreijse Neuronal synchrony does not represent texture segregation Nature 396 1998 362 366
96. M. Le Van Quyen, and A. Bragin Analysis of dynamic brain oscillations: methodological advances Trends Neurosci. 30 2007 365 373
97. J.H. Lee, M.A. Whittington, and N.J. Kopell Top-down beta rhythms support selective attention via interlaminar interaction: a model PLoS Comput. Biol. 9 2013 e1003164
98. K.Q. Lepage, G.G. Gregoriou, M.A. Kramer, M. Aoi, S.J. Gotts, U.T. Eden, and R. Desimone A procedure for testing across-condition rhythmic spike-field association change J. Neurosci. Methods 213 2013 43 62
99. K. Linkenkaer-Hansen, V.V. Nikulin, S. Palva, R.J. Ilmoniemi, and J.M. Palva Prestimulus oscillations enhance psychophysical performance in humans J. Neurosci. 24 2004 10186 10190
100. F. Lopes da Silva Neural mechanisms underlying brain waves: from neural membranes to networks Electroencephalogr. Clin. Neurophysiol. 79 1991 81 93
101. M.L. Lorincz, K.A. Kekesi, G. Juhasz, V. Crunelli, and S.W. Hughes Temporal framing of thalamic relay-mode firing by phasic inhibition during the alpha rhythm Neuron 63 2009 683 696
102. S.J. Luck, L. Chelazzi, S.A. Hillyard, and R. Desimone Neural mechanisms of spatial selective attention in areas V1, V2, and V4 of macaque visual cortex J. Neurophysiol. 77 1997 24 42
103. W.W. Lytton, and T.J. Sejnowski Simulations of cortical pyramidal neurons synchronized by inhibitory interneurons J. Neurophysiol. 66 1991 1059 1079
104. A. Maier, G.K. Adams, C. Aura, and D.A. Leopold Distinct superficial and deep laminar domains of activity in the visual cortex during rest and stimulation Front. Syst. Neurosci. 2010 4
105. E.O. Mann, J.M. Suckling, N. Hajos, S.A. Greenfield, and O. Paulsen Perisomatic feedback inhibition underlies cholinergically induced fast network oscillations in the rat hippocampus in vitro Neuron 45 2005 105 117
106. N.T. Markov, J. Vezoli, P. Chameau, A. Falchier, R. Quilodran, C. Huissoud, C. Lamy, P. Misery, P. Giroud, S. Ullman, P. Barone, C. Dehay, K. Knoblauch, and H. Kennedy Anatomy of hierarchy: feedforward and feedback pathways in macaque visual cortex J. Comp. Neurol. 522 2014 225 259
107. H. Markram, M. Toledo-Rodriguez, Y. Wang, A. Gupta, G. Silberberg, and C. Wu Interneurons of the neocortical inhibitory system Nat. Rev. Neurosci. 5 2004 793 807
108. C.J. McAdams, and J.H. Maunsell Effects of attention on orientation-tuning functions of single neurons in macaque cortical area V4 J. Neurosci. 19 1999 431 441
109. C.J. McAdams, and J.H. Maunsell Attention to both space and feature modulates neuronal responses in macaque area V4 J. Neurophysiol. 83 2000 1751 1755
110. D.A. McCormick, B.W. Connors, J.W. Lighthall, and D.A. Prince Comparative electrophysiology of pyramidal and sparsely spiny stellate neurons of the neocortex J. Neurophysiol. 54 1985 782 806
111. J.F. Mitchell, K.A. Sundberg, and J.H. Reynolds Differential attention-dependent response modulation across cell classes in macaque visual area V4 Neuron 55 2007 131 141
112. P. Mitra, and H. Bokil Observed Brain Dynamics 2008 Oxford University Press New York, NY
113. J. Moran, and R. Desimone Selective attention gates visual processing in the extrastriate cortex Science 229 1985 782 784
114. B.C. Motter Neural correlates of attentive selection for color or luminance in extrastriate area V4 J. Neurosci. 14 1994 2178 2189
115. M.M. Muller, and A. Keil Neuronal synchronization and selective color processing in the human brain J. Cogn. Neurosci. 16 2004 503 522
116. M.H. Munk, P.R. Roelfsema, P. Konig, A.K. Engel, and W. Singer Role of reticular activation in the modulation of intracortical synchronization Science 272 1996 271 274
117. V. Murthy, and E.E. Fetz Effects of input synchrony on the firing rate of a 3-conductance cortical neuron model Neural Comput. 6 1994 1111 1126
118. V.N. Murthy, and E.E. Fetz Coherent 25- to 35-Hz oscillations in the sensorimotor cortex of awake behaving monkeys Proc. Natl. Acad. Sci. U.S.A. 89 1992 5670 5674
119. E. Niebur, and C. Koch A model for the neuronal implementation of selective visual attention based on temporal correlation among neurons J. Comput. Neurosci. 1 1994 141 158
120. L.G. Nowak, R. Azouz, M.V. Sanchez-Vives, C.M. Gray, and D.A. McCormick Electrophysiological classes of cat primary visual cortical neurons in vivo as revealed by quantitative analyses J. Neurophysiol. 89 2003 1541 1566
121. L.G. Nowak, M.V. Sanchez-Vives, and D.A. McCormick Lack of orientation and direction selectivity in a subgroup of fast-spiking inhibitory interneurons: cellular and synaptic mechanisms and comparison with other electrophysiological cell types Cereb. Cortex 18 2008 1058 1078
122. R. Oostenveld, P. Fries, E. Maris, and J.M. Schoffelen FieldTrip: open source software for advanced analysis of MEG, EEG, and invasive electrophysiological data Comput. Intell. Neurosci. 2011 2011 156869
123. B.J. Palanca, and G.C. DeAngelis Does neuronal synchrony underlie visual feature grouping? Neuron 46 2005 333 346
124. S. Palva, and J.M. Palva New vistas for alpha-frequency band oscillations Trends Neurosci. 30 2007 150 158
125. M. Pavlova, N. Birbaumer, and A. Sokolov Attentional modulation of cortical neuromagnetic gamma response to biological movement Cereb. Cortex 16 2006 321 327
126. B. Pesaran, M.J. Nelson, and R.A. Andersen Free choice activates a decision circuit between frontal and parietal cortex Nature 453 2008 406 409
127. F.G. Pike, R.S. Goddard, J.M. Suckling, P. Ganter, N. Kasthuri, and O. Paulsen Distinct frequency preferences of different types of rat hippocampal neurones in response to oscillatory input currents J. Physiol. 529 Pt 1 2000 205 213
128. L. Pinto, M.J. Goard, D. Estandian, M. Xu, A.C. Kwan, S.H. Lee, T.C. Harrison, G. Feng, and Y. Dan Fast modulation of visual perception by basal forebrain cholinergic neurons Nat. Neurosci. 16 2013 1857 1863
129. J.H. Reynolds, L. Chelazzi, and R. Desimone Competitive mechanisms subserve attention in macaque areas V2 and V4 J. Neurosci. 19 1999 1736 1753
130. J.H. Reynolds, and D.J. Heeger The normalization model of attention Neuron 61 2009 168 185
131. M.J. Roberts, W. Zinke, K. Guo, R. Robertson, J.S. McDonald, and A. Thiele Acetylcholine dynamically controls spatial integration in marmoset primary visual cortex J. Neurophysiol. 93 2005 2062 2072
132. M.J. Roberts, E. Lowet, N.M. Brunet, M. Ter Wal, P. Tiesinga, P. Fries, and P. De Weerd Robust gamma coherence between macaque V1 and V2 by dynamic frequency matching Neuron 78 2013 523 536
133. R. Rodriguez, U. Kallenbach, W. Singer, and M.H. Munk Short- and long-term effects of cholinergic modulation on gamma oscillations and response synchronization in the visual cortex J. Neurosci. 24 2004 10369 10378
134. R. Rodriguez, U. Kallenbach, W. Singer, and M.H. Munk Stabilization of visual responses through cholinergic activation Neuroscience 165 2010 944 954
135. P.R. Roelfsema, A.K. Engel, P. Konig, and W. Singer Visuomotor integration is associated with zero time-lag synchronization among cortical areas Nature 385 1997 157 161
136. A. Rokem, A.N. Landau, D. Garg, W. Prinzmetal, and M.A. Silver Cholinergic enhancement increases the effects of voluntary attention but does not affect involuntary attention Neuropsychopharmacology 35 2010 2538 2544
137. A.K. Roopun, S.J. Middleton, M.O. Cunningham, F.E. LeBeau, A. Bibbig, M.A. Whittington, and R.D. Traub A beta2-frequency (20-30 Hz) oscillation in nonsynaptic networks of somatosensory cortex Proc. Natl. Acad. Sci. U.S.A. 103 2006 15646 15650
138. A.K. Roopun, M.A. Kramer, L.M. Carracedo, M. Kaiser, C.H. Davies, R.D. Traub, N.J. Kopell, and M.A. Whittington Temporal interactions between cortical rhythms Front. Neurosci. 2 2008 145 154
139. A.K. Roopun, M.A. Kramer, L.M. Carracedo, M. Kaiser, C.H. Davies, R.D. Traub, N.J. Kopell, and M.A. Whittington Period concatenation underlies interactions between gamma and beta rhythms in neocortex Front. Cell. Neurosci. 2 2008 1
140. A.K. Roopun, F.E. Lebeau, J. Rammell, M.O. Cunningham, R.D. Traub, and M.A. Whittington Cholinergic neuromodulation controls directed temporal communication in neocortex in vitro Front. Neural Circuits 4 2010 8
141. Y.B. Saalmann, I.N. Pigarev, and T.R. Vidyasagar Neural mechanisms of visual attention: how top-down feedback highlights relevant locations Science 316 2007 1612 1615
142. Y.B. Saalmann, and S. Kastner Cognitive and perceptual functions of the visual thalamus Neuron 71 2011 209 223
143. Y.B. Saalmann, M.A. Pinsk, L. Wang, X. Li, and S. Kastner The pulvinar regulates information transmission between cortical areas based on attention demands Science 337 2012 753 756
144. E. Salinas, and T.J. Sejnowski Impact of correlated synaptic input on output firing rate and variability in simple neuronal models J. Neurosci. 20 2000 6193 6209
145. E. Salinas, and T.J. Sejnowski Correlated neuronal activity and the flow of neural information Nat. Rev. Neurosci. 2 2001 539 550
146. M. Sarter, M.E. Hasselmo, J.P. Bruno, and B. Givens Unraveling the attentional functions of cortical cholinergic inputs: interactions between signal-driven and cognitive modulation of signal detection Brain Res. Brain Res. Rev. 48 2005 98 111
147. J.M. Schoffelen, R. Oostenveld, and P. Fries Neuronal coherence as a mechanism of effective corticospinal interaction Science 308 2005 111 113
148. C.E. Schroeder, and P. Lakatos Low-frequency neuronal oscillations as instruments of sensory selection Trends Neurosci. 32 2009 9 18
149. M. Siegel, T.H. Donner, R. Oostenveld, P. Fries, and A.K. Engel Neuronal synchronization along the dorsal visual pathway reflects the focus of spatial attention Neuron 60 2008 709 719
150. M. Siegel, T.H. Donner, and A.K. Engel Spectral fingerprints of large-scale neuronal interactions Nat. Rev. Neurosci. 13 2012 121 134
151. J.H. Siegle, D.L. Pritchett, and C.I. Moore Gamma-range synchronization of fast-spiking interneurons can enhance detection of tactile stimuli Nat. Neurosci. 17 2014 1371 1379
152. G. Silberberg, and H. Markram Disynaptic inhibition between neocortical pyramidal cells mediated by Martinotti cells Neuron 53 2007 735 746
153. L.R. Silva, Y. Amitai, and B.W. Connors Intrinsic oscillations of neocortex generated by layer 5 pyramidal neurons Science 251 1991 432 435
154. W. Singer, and C.M. Gray Visual feature integration and the temporal correlation hypothesis Annu. Rev. Neurosci. 18 1995 555 586
155. V.S. Sohal, F. Zhang, O. Yizhar, and K. Deisseroth Parvalbumin neurons and gamma rhythms enhance cortical circuit performance Nature 459 2009 698 702
156. P. Somogyi, and T. Klausberger Defined types of cortical interneurone structure space and spike timing in the hippocampus J. Physiol. 562 2005 9 26
157. P.N. Steinmetz, A. Roy, P.J. Fitzgerald, S.S. Hsiao, K.O. Johnson, and E. Niebur Attention modulates synchronized neuronal firing in primate somatosensory cortex Nature 404 2000 187 190
158. W. Sun, and Y. Dan Layer-specific network oscillation and spatiotemporal receptive field in the visual cortex Proc. Natl. Acad. Sci. U.S.A. 106 2009 17986 17991
159. C. Tallon-Baudry, O. Bertrand, and C. Fischer Oscillatory synchrony between human extrastriate areas during visual short-term memory maintenance J. Neurosci. 21 2001 RC177
160. C. Tallon-Baudry, O. Bertrand, M.A. Henaff, J. Isnard, and C. Fischer Attention modulates gamma-band oscillations differently in the human lateral occipital cortex and fusiform gyrus Cereb. Cortex 15 2005 654 662
161. C. Tallon-Baudry The roles of gamma-band oscillatory synchrony in human visual cognition Front. Biosci. (Landmark Ed.) 14 2009 321 332
162. K. Taylor, S. Mandon, W.A. Freiwald, and A.K. Kreiter Coherent oscillatory activity in monkey area v4 predicts successful allocation of attention Cereb. Cortex 15 2005 1424 1437
163. A. Thiele, and G. Stoner Neuronal synchrony does not correlate with motion coherence in cortical area MT Nature 421 2003 366 370
164. A. Thiele Muscarinic signaling in the brain Annu. Rev. Neurosci. 36 2013 271 294
165. G. Thut, A. Nietzel, S.A. Brandt, and A. Pascual-Leone Alpha-band electroencephalographic activity over occipital cortex indexes visuospatial attention bias and predicts visual target detection J. Neurosci. 26 2006 9494 9502
166. P. Tiesinga, J.M. Fellous, and T.J. Sejnowski Regulation of spike timing in visual cortical circuits Nat. Rev. Neurosci. 9 2008 97 107
167. P. Tiesinga, and T.J. Sejnowski Cortical enlightenment: are attentional gamma oscillations driven by ING or PING? Neuron 63 2009 727 732
168. P.H. Tiesinga, J.M. Fellous, E. Salinas, J.V. Jose, and T.J. Sejnowski Inhibitory synchrony as a mechanism for attentional gain modulation J. Physiol. (Paris) 98 2004 296 314
169. R.D. Traub, R. Miles, and G. Buzsaki Computer simulation of carbachol-driven rhythmic population oscillations in the CA3 region of the in vitro rat hippocampus J. Physiol. 451 1992 653 672
170. R.D. Traub, M.A. Whittington, S.B. Colling, G. Buzsaki, and J.G. Jefferys Analysis of gamma rhythms in the rat hippocampus in vitro and in vivo J. Physiol. 493 Pt 2 1996 471 484
171. R.D. Traub, J.G. Jefferys, and M.A. Whittington Simulation of gamma rhythms in networks of interneurons and pyramidal cells J. Comput. Neurosci. 4 1997 141 150
172. R.D. Traub, A. Bibbig, A. Fisahn, F.E. LeBeau, M.A. Whittington, and E.H. Buhl A model of gamma-frequency network oscillations induced in the rat CA3 region by carbachol in vitro Eur. J. Neurosci. 12 2000 4093 4106
173. T. van Kerkoerle, M.W. Self, B. Dagnino, M.A. Gariel-Mathis, J. Poort, C. van der Togt, and P.R. Roelfsema Alpha and gamma oscillations characterize feedback and feedforward processing in monkey visual cortex Proc. Natl. Acad. Sci. U.S.A. 111 2014 14332 14341
174. D. Vierling-Claassen, J.A. Cardin, C.I. Moore, and S.R. Jones Computational modeling of distinct neocortical oscillations driven by cell-type selective optogenetic drive: separable resonant circuits controlled by low-threshold spiking and fast-spiking interneurons Front. Hum. Neurosci. 4 2010 198
175. M. Vinck, M. van Wingerden, T. Womelsdorf, P. Fries, and C.M. Pennartz The pairwise phase consistency: a bias-free measure of rhythmic neuronal synchronization NeuroImage 51 2010 112 122
176. M. Vinck, F.P. Battaglia, T. Womelsdorf, and C. Pennartz Improved measures of phase-coupling between spikes and the local field potential J. Comput. Neurosci. 33 2012 53 75
177. M. Vinck, T. Womelsdorf, E.A. Buffalo, R. Desimone, and P. Fries Attentional modulation of cell-class-specific gamma-band synchronization in awake monkey area v4 Neuron 80 2013 1077 1089
178. A. von Stein, C. Chiang, and P. Konig Top-down processing mediated by interareal synchronization Proc. Natl. Acad. Sci. U.S.A. 97 2000 14748 14753
179. X.J. Wang, and J. Rinzel Alternating and synchronous rhythms in reciprocally inhibitory model neurons Neural Comput. 4 1992 84 97
180. X.J. Wang, and G. Buzsaki Gamma oscillation by synaptic inhibition in a hippocampal interneuronal network model J. Neurosci. 16 1996 6402 6413
181. X.J. Wang Neurophysiological and computational principles of cortical rhythms in cognition Physiol. Rev. 90 2010 1195 1268
182. M. Wehr, and G. Laurent Odour encoding by temporal sequences of firing in oscillating neural assemblies Nature 384 1996 162 166
183. J.A. White, C.C. Chow, J. Ritt, C. Soto-Trevino, and N. Kopell Synchronization and oscillatory dynamics in heterogeneous, mutually inhibited neurons J. Comput. Neurosci. 5 1998 5 16
184. M.A. Whittington, R.D. Traub, and J.G. Jefferys Synchronized oscillations in interneuron networks driven by metabotropic glutamate receptor activation Nature 373 1995 612 615
185. M.A. Whittington, R.D. Traub, N. Kopell, B. Ermentrout, and E.H. Buhl Inhibition-based rhythms: experimental and mathematical observations on network dynamics Int. J. Psychophysiol. 38 2000 315 336
186. M.A. Whittington, M.O. Cunningham, F.E. LeBeau, C. Racca, and R.D. Traub Multiple origins of the cortical gamma rhythm Dev. Neurobiol. 71 2011 92 106
187. T. Womelsdorf, P. Fries, P.P. Mitra, and R. Desimone Gamma-band synchronization in visual cortex predicts speed of change detection Nature 439 2006 733 736
188. T. Womelsdorf, and P. Fries The role of neuronal synchronization in selective attention Curr. Opin. Neurobiol. 17 2007 154 160
189. T. Womelsdorf, J.M. Schoffelen, R. Oostenveld, W. Singer, R. Desimone, A.K. Engel, and P. Fries Modulation of neuronal interactions through neuronal synchronization Science 316 2007 1609 1612
190. T. Womelsdorf, T.A. Valiante, N.T. Sahin, K.J. Miller, and P. Tiesinga Dynamic circuit motifs underlying rhythmic gain control, gating and integration Nat. Neurosci. 17 2014 1031 1039
191. M.S. Worden, J.J. Foxe, N. Wang, and G.V. Simpson Anticipatory biasing of visuospatial attention indexed by retinotopically specific alpha-band electroencephalography increases over occipital cortex J. Neurosci. 20 2000 RC63
192. V. Wyart, and C. Tallon-Baudry Neural dissociation between visual awareness and spatial attention J. Neurosci. 28 2008 2667 2679
193. Z. Xiang, J.R. Huguenard, and D.A. Prince Cholinergic switching within neocortical inhibitory networks Science 281 1998 985 988
194. D. Xing, C.I. Yeh, S. Burns, and R.M. Shapley Laminar analysis of visually evoked activity in the primary visual cortex Proc. Natl. Acad. Sci. U.S.A. 109 2012 13871 13876