Cross-frequency power coupling between hierarchically organized face-selective areas

Cerebral Cortex

Volumn 24, Issue 9, 2014, Pages 2409-2420

  Furl, Nicholas ^a,b   Coppola, Richard ^a   Averbeck, Bruno B ^a   Weinberger, Daniel R ^a  

^a NATIONAL INSTITUTE OF MENTAL HEALTH   (United States)

^b MEDICAL RESEARCH COUNCIL   (United Kingdom)

Author keywords

Dynamic causal modeling; Face perception; Facial expression; Magnetoencephalography; Neural oscillations

Indexed keywords

ANGER; ARTICLE; BAYES THEOREM; CONTROLLED STUDY; FACIAL EXPRESSION; FEAR; FUSIFORM FACE AREA; HUMAN; HUMAN EXPERIMENT; NERVE CELL NETWORK; NEUROANATOMY; NORMAL HUMAN; OCCIPITAL CORTEX; PRIORITY JOURNAL; SUPERIOR TEMPORAL SULCUS; ALPHA RHYTHM; BETA RHYTHM; BIOLOGICAL MODEL; BRAIN; BRAIN MAPPING; FACE; FACTUAL DATABASE; MAGNETOENCEPHALOGRAPHY; NONLINEAR SYSTEM; PATTERN RECOGNITION; PHOTOSTIMULATION; PHYSIOLOGY; STATISTICAL MODEL; THETA RHYTHM;

ALPHA RHYTHM; BAYES THEOREM; BETA RHYTHM; BRAIN; BRAIN MAPPING; DATABASES, FACTUAL; FACE; FACIAL EXPRESSION; HUMANS; LINEAR MODELS; MAGNETOENCEPHALOGRAPHY; MODELS, NEUROLOGICAL; NONLINEAR DYNAMICS; PATTERN RECOGNITION, VISUAL; PHOTIC STIMULATION; THETA RHYTHM;

EID: 84906985023     PISSN: 10473211     EISSN: 14602199     Source Type: Journal    
DOI: 10.1093/cercor/bht097     Document Type: Article

References (61)

1. Attal Y, Maess B, Friederici A, David O. 2012. Head models and dynamic causal modeling of subcortical activity using magnetoencephalographic/ electroencephalographic data. Rev Neurosci. 23:85-95.
2. Bányai M, Diwadkar VA, Erdi P. 2011. Model-based dynamical analysis of functional disconnection in schizophrenia. Neuroimage. 58:870-877.
3. Bassett DS, Bullmore ET, Meyer-Lindenberg A, Apud JA, Weinberger DR, Coppola R. 2009. Cognitive fitness of cost-efficient brain functional networks. Proc Natl Acad Sci USA. 106:11747-11752.
4. Breakspear M. 2002. Nonlinear phase desynchronization in human electroencephalographic data. Hum Brain Mapp. 15:175-198. (Pubitemid 34194649)
5. Breakspear M, Terry JR. 2002. Topographic organization of nonlinear interdependence in multichannel human EEG. Neuroimage. 16:822-835. (Pubitemid 34852445)
6. Brett M, Penny WD, Kiebel SJ. 2003. Introduction to random field theory. In: Frackowiak RSJ, Friston KJ, Frith C, Dolan R, Friston KJ, Price CJ, Zeki S, Ashburner J, Penny WD, editors. Human brain function, 2nd ed. San Diego: Academic.
7. Bruce V, Young A. 1986. Understanding face recognition. Br J Psychol. 77:305-327.
8. Bruns A, Eckhorn R. 2004. Task-related coupling from high- to low-frequency signals among visual cortical areas in human subdural recordings. Int J Psychophysiol. 51:97-116.
9. Bruns A, Eckhorn R, Jokeit H, Ebner A. 2000. Amplitude envelope correlation detects coupling among incoherent brain signals. Neuroreport. 11:1509-1514. (Pubitemid 30365496)
10. Buzsáki G, Draguhn A. 2004. Neuronal oscillations in cortical networks. Science. 304:1926-1929.
11. Buzsáki G, Geisler C, Henze DA, Wang XJ. 2004. Interneuron Diversity series: Circuit complexity and axon wiring economy of cortical interneurons. Trends Neurosci. 27:186-193. (Pubitemid 38376405)
12. Calder AJ, Young AW. 2005. Understanding the recognition of facial identity and facial expression. Nat Rev Neurosci. 6:641-651. (Pubitemid 41059338)
13. Chen CC, Henson RN, Stephan KE, Kilner JM, Friston KJ. 2009. Forward and backward connections in the brain: a DCM study of functional asymmetries. Neuroimage. 45:453-462.
14. Chen CC, Kiebel SJ, Friston KJ. 2008. Dynamic causal modelling of induced responses. Neuroimage. 41:1293-1312.
15. Chen CC, Kiebel SJ, Kilner JM, Ward NS, Stephan KE, Wang WJ, Friston KJ. 2012. A dynamic causal model for evoked and induced responses. Neuroimage. 59:340-348.
16. Chen CC, Kilner JM, Friston KJ, Kiebel SJ, Jolly RK, Ward NS. 2010. Nonlinear coupling in the human motor system. J Neurosci. 30:8393-8399.
17. Cieslik EC, Zilles K, Grefkes C, Eickhoff SB. 2011. Dynamic interactions in the fronto-parietal network during a manual stimulus-response compatibility task. Neuroimage. 58:860-869.
18. den Ouden DB, Saur D, Mader W, Schelter B, Lukic S, Wali E, Timmer J, Thompson CK. 2012. Network modulation during complex syntactic processing. Neuroimage. 59:815-823.
19. Dima D, Stephan KE, Roiser JP, Friston KJ, Frangou S. 2011. Effective connectivity during processing of facial affect: evidence for multiple parallel pathways. J Neurosci. 31:14378-14385.
20. Ekman P, Freisen WV. 1976. Pictures of facial affect. Palo Alto, CA: Consulting Psychologists Press.
21. Fairhall SL, Ishai A. 2007. Effective connectivity within the distributed cortical network for face perception. Cereb Cortex. 17:2400-2406. (Pubitemid 47517475)
22. Felleman DJ, Van Essen DC. 1991. Distributed hierarchical processing in the primate cerebral cortex. Cereb Cortex. 1:1-47.
23. Friston KJ. 2000. The labile brain. I. Neuronal transients and nonlinear coupling. Philos Trans R Soc Lond B Biol Sci. 355:215-236. (Pubitemid 30144107)
24. Friston KJ, Harrison L, Penny W. 2003. Dynamic causal modelling. Neuroimage. 19:1273-1302. (Pubitemid 37025831)
25. Fukushima M, Saunders RC, Leopold DA, Mishkin M, Averbeck BB. 2012. Spontaneous high-gamma band activity reflects functional organization of auditory cortex in the awake macaque. Neuron. 74:899-910.
26. Gross J, Kujala J, Hamalainen M, Timmermann L, Schnitzler A, Salmelin R. 2001. Dynamic imaging of coherent sources: studying neural interactions in the human brain. Proc Natl Acad Sci USA. 98:694-699. (Pubitemid 32105105)
27. Hanslmayr S, Staudigl T, Fellner MC. 2012. Oscillatory power decreases and long-term memory: the information via desynchronization hypothesis. Front Hum Neurosci. 6:74.
28. Haxby JV, Hoffman EA, Gobbini MI. 2000. The distributed human neural system for face perception. Trends Cogn Sci. 4:223-233. (Pubitemid 30332148)
29. Henson RN, Goshen-Gottstein Y, Ganel T, Otten LJ, Quayle A, Rugg MD. 2003. Electrophysiological and haemodynamic correlates of face perception, recognition and priming. Cereb Cortex. 13:793-805. (Pubitemid 36758966)
30. Jensen O, Colgin LL. 2007. Cross-frequency coupling between neuronal oscillations. Trends Cogn Sci. 22:267-269. (Pubitemid 46962330)
31. Kanwisher N, McDermott J, Chun MM. 1997. The fusiform face area: a module in human extrastriate cortex specialized for face perception. J Neurosci. 17:4301-4311.
32. Kanwisher N, Yovel G. 2006. The fusiform face area: a cortical region specialized for the perception of faces. Philos Trans R Soc Lond B Biol Sci. 361:2109-2128. (Pubitemid 46025883)
33. Kass RE, Raftery AE. 1995. Bayes factors. J Am Statist Assoc. 90:773-795.
34. Kiebel SJ, Garrido MI, Moran R, Chen CC, Friston KJ. 2009. Dynamic causal modeling for EEG and MEG. Hum Brain Mapp. 30:1866-1876.
35. Klopp J, Halgren E, Marinkovic K, Nenov V. 1999. Face-selective spectral changes in the human fusiform gyrus. Clin Neurophysiol. 110:678-682.
36. Kopell N, Ermentrout GB, Whittington MA, Traub RD. 2000. Gamma rhythms and beta rhythms have different synchronization properties. Proc Natl Acad Sci USA. 97:1867-1872. (Pubitemid 30118535)
37. Kotini A, Anninos P. 2002. Detection of non-linearity in schizophrenic patients using magnetoencephalography. Brain Topogr. 15:107-113. (Pubitemid 36083116)
38. Litvak V, Mattout J, Kiebel S, Phillips C, Henson R, Kilner J, Barnes G, Oostenveld R, Daunizeau J, Flandin G et al. 2011. EEG and MEG data analysis in SPM8. Comput Intell Neurosci. 2011:852961.
39. Liu J, Harris A, Kanwisher N. 2002. Stages of processing in face perception: an MEG study. Nat Neurosci. 5:910-916. (Pubitemid 34976658)
40. Moran RJ, Symmonds M, Stephan KE, Friston KJ, Dolan RJ. 2011. An in vivo assay of synaptic function mediating human cognition. Curr Biol. 21:1320-1325.
41. Müller VI, Cieslik EC, Turetsky BI, Eickhoff SB. 2012. Crossmodal interactions in audiovisual emotion processing. Neuroimage. 60:553-561.
42. Nagy K, Greenlee MW, Kovács G. 2012. The lateral occipital cortex in the face perception network: an effective connectivity study. Front Psychol. 3:141.
43. Nikias CL, Petropulu AP. 1993. Higher-order spectra analysis, A nonlinear signal processing framework. EnglewoodCliffs, NJ: Prentice Hall.
44. Papoulis A. 1991. Probability, random variables and stochastic processes. New York: McGraw Hill College.
45. Penny WD, Stephan KE, Daunizeau J, Rosa MJ, Friston KJ, Schofield TM, Leff AP. 2010. Comparing families of dynamic causal models. PLoS Comput Biol. 8:e1000709.
46. Rahnev D, Lau H, de Lange FP. 2011. Prior expectation modulates the interaction between sensory and prefrontal regions in the human brain. J Neurosci. 31:10741-10748.
47. Riesenhuber M, Poggio T. 1999. Hierarchical models of object recognition in cortex. Nat Neurosci. 2:1019-1025. (Pubitemid 30599567)
48. Rodriguez E, George N, Lachaux JP, Martinerie J, Renault B, Varela FJ. 1999. Perception's shadow: long-distance synchronization of human brain activity. Nature. 397:430-433.
49. Rossion B, Caldara R, Seghier M, Schuller AM, Lazeyras F, Mayer E. 2003. A network of occipito-temporal face-sensitive areas besides the right middle fusiform gyrus is necessary for normal face processing. Brain. 126:2381-2395. (Pubitemid 37314429)
50. Schiff SJ, So P, Chang T, Burke RE, Sauer T. 1996. Detecting dynamical interdependence and generalized synchrony through mutual predeiction in a neural ensemble. Phys Rev E. 54:6708-6724. (Pubitemid 126587085)
51. Schnitzler A, Gross J. 2005. Normal and pathological oscillatory communication in the brain. Nat Rev Neurosci. 6:285-296. (Pubitemid 40469983)
52. Schoffelen JM, Gross J. 2009. Source connectivity analysis with MEG and EEG. Hum Brain Mapp. 30:1857-1865.
53. Schyns PG, Thut G, Gross J. 2011. Cracking the code of oscillatory activity. PLoS Biol. 9:e1001064.
54. Serre T, Oliva A, Poggio T. 2007. A feedforward architecture accounts for rapid categorization. Proc Natl Acad Sci USA. 104:6424-6429. (Pubitemid 47186110)
55. Sherman SM, Guillery RW. 1998. On the actions that one nerve cell can have on another: distinguishing "drivers" from "modulators". Proc Natl Acad Sci USA. 95:7121-7126.
56. Stephan KE, Penny WD, Daunizeau J, Moran RJ, Friston KJ. 2009. Bayesian model selection for group studies. Neuroimage. 46:1004-1017.
57. Uhlhaas PJ, Singer W. 2010. Abnormal neural oscillations and synchrony in schizophrenia. Nat Rev Neurosci. 11:100-113.
58. Varela F, Lachaux JP, Rodriguez E, Martinerie J. 2001. The brainweb: phase synchronization and large-scale integration. Nat Rev Neurosci. 2:229-239. (Pubitemid 33673064)
59. von Stein A, Sarnthein J. 2000. Different frequencies for different scales of cortical integration: from local gamma to long range alpha/theta synchronization. Int J Psychophysiol. 38:301-313.
60. Vuilleumier P, Armony JL, Driver J, Dolan RJ. 2003. Distinct spatial frequency sensitivities for processing faces and emotional expressions. Nat Neurosci. 6:624-631. (Pubitemid 36648804)
61. Wang Y, Ramsey R, de C Hamilton AF. 2011. The control of mimicry by eye contact is mediated by medial prefrontal cortex. J Neurosci. 31:12001-21010.