The neuropsychology of face perception: Beyond simple dissociations and functional selectivity

Philosophical Transactions of the Royal Society B: Biological Sciences

Volumn 366, Issue 1571, 2011, Pages 1726-1738

  Atkinson, Anthony P ^a   Adolphs, Ralph ^b  

^a DURHAM UNIVERSITY   (United Kingdom)

^b CALIFORNIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Faces; Fusiform face area; Lesion studies; Transcranial magnetic stimulation

Indexed keywords

NEUROLOGY; PERCEPTION; PSYCHOLOGY; VISUAL ANALYSIS;

ANIMAL; BRAIN CORTEX; BRAIN MAPPING; EMOTION; FACE; HUMAN; NEUROPSYCHOLOGY; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; PROSOPAGNOSIA; PSYCHOLOGICAL ASPECT; PSYCHOLOGICAL MODEL; PSYCHOMOTOR PERFORMANCE; REVIEW; TRANSCRANIAL MAGNETIC STIMULATION; VISION;

ANIMALS; BRAIN MAPPING; CEREBRAL CORTEX; EMOTIONS; FACE; HUMANS; MAGNETIC RESONANCE IMAGING; MODELS, PSYCHOLOGICAL; NEUROPSYCHOLOGY; PROSOPAGNOSIA; PSYCHOMOTOR PERFORMANCE; TRANSCRANIAL MAGNETIC STIMULATION; VISUAL PERCEPTION;

EID: 79955780704     PISSN: 09628436     EISSN: 14712970     Source Type: Journal    
DOI: 10.1098/rstb.2010.0349     Document Type: Review

References (122)

1. Young, A. W. 1998 Face and mind. Oxford, UK: Oxford University Press.
2. Fox, C. J., Iaria, G. & Barton, J. J. S. 2008 Disconnection in prosopagnosia and face processing. Cortex 44, 996-1009. (doi:10.1016/j.cortex.2008.04.003)
3. Adolphs, R. 2007 Investigating human emotion with lesions and intracranial recording. In Handbook of emotion elicitation and assessment (eds J. Allen & J. Coan), pp. 426-439. New York, NY: Oxford University Press.
4. Haxby, J. V., Hoffman, E. A. & Gobbini, M. I. 2000 The distributed human neural system for face perception. Trends Cogn. Sci. 4, 223-233. (doi:10.1016/S1364-6613(00)01482-0)
5. Kanwisher, N. & Yovel, G. 2006 The fusiform face area: a cortical region specialized for the perception of faces. Phil. Trans. R. Soc. B 361, 2109-2128. (doi:10.1098/rstb.2006.1934)
6. Vuilleumier, P. & Pourtois, G. 2007 Distributed and interactive brain mechanisms during emotion face perception: evidence from functional neuroimaging. Neuropsychologia 45, 174-194. (doi:10.1016/j.neuropsychologia.2006.06.003)
7. Bruce, V. & Young, A. 1986 Understanding face recognition. Br. J. Psychol. 77, 305-327.
8. Adolphs, R. 2002 Recognizing emotion from facial expressions: psychological and neurological mechanisms. Behav. Cogn. Neurosci. Rev. 1, 21-62. (doi:10.1177/1534582302001001003)
9. Calder, A. J. & Young, A. W. 2005 Understanding the recognition of facial identity and facial expression. Nat. Rev. Neurosci. 6, 641-651. (doi:10.1038/nrn1724)
10. Campbell, R., Landis, T. & Regard, M. 1986 Face recognition and lipreading: a neurological dissociation. Brain 109, 509-521. (doi:10.1093/brain/109.3.509)
11. Humphreys, G. W., Donnelly, N. & Riddoch, M. J. 1993 Expression is computed separately from facial identity, and it is computed separately for moving and static faces: neuropsychological evidence. Neuropsychologia 31, 173-181. (doi:10.1016/0028-3932(93) 90045-2)
12. Parry, F. M., Young, A. W., Saul, J. S. & Moss, A. 1991 Dissociable face processing impairments after brain injury. J. Clin. Exp. Neuropsychol. 13, 545-558. (doi:10.1080/01688639108401070)
13. Tranel, D., Damasio, A. R. & Damasio, H. 1988 Intact recognition of facial expression, gender, and age in patients with impaired recognition of face identity. Neurology 38, 690-696.
14. Young, A. W., Newcombe, F., de Haan, E. H., Small, M. & Hay, D. C. 1993 Face perception after brain injury. Selective impairments affecting identity and expression. Brain 116, 941-959. (doi:10.1093/brain/116.4.941)
15. Bruce, V., Ellis, H., Gibling, F. & Young, A. 1987 Parallel processing of the sex and familiarity of faces. Can. J. Psychol. 41, 510-520. (doi:10.1037/h0084165)
16. Campbell, R., Brooks, B., de Haan, E. & Roberts, T. 1996 Dissociating face processing skills: decision about lip-read speech, expression, and identity. Q. J. Exp. Psychol. A 49, 295-314. (doi:10.1080/027249896392649)
17. Pizzamiglio, L., Zoccolotti, P., Mammucari, A. & Cesaroni, R. 1983 The independence of face identity and facial expression recognition mechanisms: relationship to sex and cognitive style. Brain Cogn. 2, 176-188.(doi:10.1016/0278-2626(83)90007-6)
18. Young, A. W., McWeeny, K. H., Hay, D. C. & Ellis, A. W. 1986 Matching familiar and unfamiliar faces on identity and expression. Psychol. Res. 48, 63-68. (doi:10.1007/BF00309318)
19. Campbell, R., Heywood, C. A., Cowey, A., Regard, M. & Landis, T. 1990 Sensitivity to eye gaze in prosopagnosic patients and monkeys with superior temporal sulcus ablation. Neuropsychologia 28, 1123-1142. (doi:10.1016/0028-3932(90)90050-X)
20. Heywood, C. A. & Cowey, A. 1992 The role of the 'face-cell' area in the discrimination and recognition of faces by monkeys. Phil. Trans. R. Soc. Lond. B 335, 31-37. (doi:10.1098/rstb.1992.0004)
21. Hasselmo, M. E., Rolls, E. T. & Baylis, G. C. 1989 The role of expression and identity in the face-selective responses of neurons in the temporal visual cortex of the monkey. Behav. Brain Res. 32, 203-218. (doi:10.1016/S0166-4328(89)80054-3)
22. Perrett, D. I., Smith, P. A., Potter, D. D., Mistlin, A. J., Head, A. S., Milner, A. D. & Jeeves, M. A. 1984 Neurones responsive to faces in the temporal cortex: studies of functional organization, sensitivity to identity and relation to perception. Hum. Neurobiol. 3, 197-208.
23. Rolls, E. T., Cowey, A. & Bruce, V. 1992 Neurophysiological mechanisms underlying face processing within and beyond the temporal cortical visual areas. Phil. Trans. R. Soc. Lond. B 335, 11-21. (doi:10.1098/rstb.1992.0002)
24. Gothard, K. M., Battaglia, F. P., Erickson, C. A., Spitler, K. M. & Amaral, D. G. 2007 Neural responses to facial expression and face identity in the monkey amygdala. J. Neurophysiol. 97, 1671-1683. (doi:10. 1152/jn.00714.2006)
25. Leonard, C. M., Rolls, E. T., Wilson, F. A. W. & Baylis, G. C. 1985 Neurons in the amygdala of the monkey with responses selective for faces. Behav. Brain Res. 15, 159-176. (doi:10.1016/0166-4328(85)90062-2)
26. Hoffman, E. A. & Haxby, J. V. 2000 Distinct representations of eye gaze and identity in the distributed human neural system for face perception. Nat. Neurosci. 3, 80-84. (doi:10.1038/71152)
27. Puce, A., Allison, T., Bentin, S., Gore, J. C. & McCarthy, G. 1998 Temporal cortex activation in humans viewing eye and mouth movements. J. Neurosci. 18, 2188-2199.
28. Gauthier, I., Tarr, M. J., Moylan, J., Skudlarski, P., Gore, J. C. & Anderson, A. W. 2000 The fusiform 'face area' is part of a network that processes faces at the individual level. J. Cogn. Neurosci. 12, 495-504. (doi:10.1162/089892900562165)
29. Kanwisher, N., McDermott, J. & Chun, M. M. 1997 The fusiform face area: a module in human extrastriate cortex specialized for face perception. J. Neurosci. 17, 4302-4311.
30. Tsao, D. Y., Moeller, S. & Freiwald, W. A. 2008 Comparing face patch systems in macaques and humans. Proc. Natl Acad. Sci. USA 105, 19 514-19 519. (doi:10.1073/pnas.0809662105)
31. Tsao, D. Y., Schweers, N., Moeller, S. & Freiwald, W. A. 2008 Patches of face-selective cortex in the macaque frontal lobe. Nat. Neurosci. 11, 877-879. (doi:10.1038/nn.2158)
32. Desimone, R., Albright, T. D., Gross, C. G. & Bruce, C. 1984 Stimulus-selective properties of inferior temporal neurons in the macaque. J. Neurosci. 4, 2051-2062.
33. Bruce, C. 1982 Face recognition by monkeys: absence of an inversion effect. Neuropsychologia 20, 515-521.(doi:10.1016/0028-3932(82)90025-2)
34. Overman Jr, W. H. & Doty, R. W. 1982 Hemispheric specialization displayed by man but not macaques for analysis of faces. Neuropsychologia 20, 113-128. (doi:10.1016/0028-3932(82)90002-1)
35. Swartz, K. B. 1983 Species discrimination in infant pigtail macaques with pictorial stimuli. Dev. Psychobiol. 16, 219-231. (doi:10.1002/dev.420160308)
36. Perrett, D. I., Mistlin, A. J., Chitty, A. J., Smith, P. A., Potter, D. D., Broennimann, R. & Harries, M. 1988 Specialized face processing and hemispheric asymmetry in man and monkey: evidence from single unit and reaction time studies. Behav. Brain Res. 29, 245-258.(doi:10.1016/0166-4328(88)90029-0)
37. Dahl, C. D., Logothetis, N. K. & Hoffman, K. L. 2007 Individuation and holistic processing of faces in rhesus monkeys. Proc. R. Soc. B 274, 2069-2076. (doi:10.1098/rspb.2007.0477)
38. Dahl, C. D., Wallraven, C., Blthoff, H. H. & Logothetis, N. K. 2009 Humans and macaques employ similar face-processing strategies. Curr. Biol. 19, 509-513. (doi:10.1016/j.cub.2009.01.061)
39. Parr, L. A. & Heintz, M. 2008 Discrimination of faces and houses by rhesus monkeys: the role of stimulus expertise and rotation angle. Anim. Cogn. 11, 467-474. (doi:10.1007/s10071-008-0137-4)
40. Parr, L. A., Heintz, M. & Pradhan, G. 2008 Rhesus monkeys (Macaca mulatta) lack expertise in face processing. J. Comp. Psychol. 122, 390-402. (doi:10.1037/0735-7036.122.4.390)
41. Pinsk, M. A., DeSimone, K., Moore, T., Gross, C. G. & Kastner, S. 2005 Representations of faces and body parts in macaque temporal cortex: a functional MRI study. Proc. Natl Acad. Sci. USA 102, 6996-7001.(doi:10.1073/pnas.0502605102)
42. Tsao, D. Y., Freiwald, W. A., Knutsen, T. A., Mandeville, J. B. & Tootell, R. B. H. 2003 Faces and objects in macaque cerebral cortex. Nat. Neurosci. 6, 989-995. (doi:10.1038/nn1111)
43. Tsao, D. Y., Freiwald, W. A., Tootell, R. B. H. & Livingstone, M. S. 2006 A cortical region consisting entirely of face-selective cells. Science 311, 670-674. (doi:10.1126/science.1119983)
44. Freiwald, W. A., Tsao, D. Y. & Livingstone, M. S. 2009 A face feature space in the macaque temporal lobe. Nat. Neurosci. 12, 1187-1196. (doi:10.1038/nn.2363)
45. Rajimehr, R., Young, J. C. & Tootell, R. B. H. 2009 An anterior temporal face patch in human cortex, predicted by macaque maps. Proc. Natl Acad. Sci. USA 106, 1995-2000. (doi:10.1073/pnas.0807304106)
46. Kriegeskorte, N., Formisano, E., Sorger, B. & Goebel, R. 2007 Individual faces elicit distinct response patterns in human anterior temporal cortex. Proc. Natl Acad. Sci. USA 104, 20 600-20 605. (doi:10.1073/pnas.0705654104)
47. Sereno, M. I. & Tootell, R. B. H. 2005 From monkeys to humans: what do we now know about brain homologies? Curr. Opin. Neurobiol. 15, 135-144. (doi:10.1016/j.conb.2005.03.014)
48. Tootell, R. B. H., Tsao, D. & Vanduffel, W. 2003 Neuroimaging weighs in: humans meet macaques in 'primate' visual cortex. J. Neurosci. 23, 3981-3989.
49. Van Essen, D. C., Lewis, J. W., Drury, H. A., Hadjikhani, N., Tootell, R. B. H., Bakircioglu, M. & Miller, M. I. 2001 Mapping visual cortex in monkeys and humans using surface-based atlases. Vis. Res. 41, 1359-1378. (doi:10.1016/S0042-6989(01)00045-1)
50. Moeller, S., Freiwald, W. A. & Tsao, D. Y. 2008 Patches with links: a unified system for processing faces in the macaque temporal lobe. Science 320, 1355-1359. (doi:10.1126/science.1157436)
51. Cohen, J. D. & Tong, F. 2001 Neuroscience: the face of controversy. Science 293, 2405-2407. (doi:10.1126/science.1066018)
52. Fox, C. J., Moon, S. Y., Iaria, G. & Barton, J. J. S. 2009 The correlates of subjective perception of identity and expression in the face network: an fMRI adaptation study. NeuroImage 44, 569-580. (doi:10.1016/j.neuroimage.2008.09.011)
53. Rotshtein, P., Henson, R. N., Treves, A., Driver, J. & Dolan, R. J. 2005 Morphing Marilyn into Maggie dissociates physical and identity face representations in the brain. Nat. Neurosci. 8, 107-113. (doi:10.1038/nn1370)
54. Rhodes, G., Michie, P. T., Hughes, M. E. & Byatt, G. 2009 The fusiform face area and occipital face area show sensitivity to spatial relations in faces. Eur. J. Neurosci. 30, 721-733. (doi:10.1111/j.1460-9568.2009.06861.x)
55. Rotshtein, P., Geng, J. J., Driver, J. & Dolan, R. J. 2007 Role of features and second-order spatial relations in face discrimination, face recognition, and individual face skills: behavioral and functional magnetic resonance imaging data. J. Cogn. Neurosci. 19, 1435-1452.(doi:10.1162/jocn.2007.19.9.1435)
56. Liu, J., Harris, A. & Kanwisher, N. 2010 Perception of face parts and face configurations: an fMRI study. J. Cogn. Neurosci. 22, 203-211. (doi:10.1162/jocn.2009.21203)
57. Maurer, D., O'Craven, K. M., Le Grand, R., Mondloch, C. J., Springer, M. V., Lewis, T. L. & Grady, C. L. 2007 Neural correlates of processing facial identity based on features versus their spacing. Neuropsychologia 45, 1438-1451. (doi:10.1016/j.neuropsychologia.2006.11.016)
58. Barton, J. J. S., Press, D. Z., Keenan, J. P. & O'Connor, M. 2002 Lesions of the fusiform face area impair perception of facial configuration in prosopagnosia. Neurology 58, 71-78.
59. Ramon, M. & Rossion, B. 2010 Impaired processing of relative distances between features and of the eye region in acquired prosopagnosia: two sides of the same holistic coin? Cortex 46, 374-389. (doi:10.1016/j.cortex.2009.06.001)
60. Caldara, R., Schyns, P., Mayer, E., Smith, M. L., Gosselin, F. & Rossion, B. 2005 Does prosopagnosia take the eyes out of face representations? Evidence for a defect in representing diagnostic facial information following brain damage. J. Cogn. Neurosci. 17, 1652-1666. (doi:10.1162/089892905774597254)
61. Ramon, M., Busigny, T. & Rossion, B. 2010 Impaired holistic processing of unfamiliar individual faces in acquired prosopagnosia. Neuropsychologia 48, 933-944. (doi:10.1016/j.neuropsychologia.2009.11.014)
62. Rossion, B., Caldara, R., Seghier, M., Schuller, A. M., Lazeyras, F. & Mayer, E. 2003 A network of occipitotemporal face-sensitive areas besides the right middle fusiform gyrus is necessary for normal face processing. Brain 126, 2381-2395. (doi:10.1093/brain/awg241)
63. Schiltz, C., Sorger, B., Caldara, R., Ahmed, F., Mayer, E., Goebel, R. & Rossion, B. 2006 Impaired face discrimination in acquired prosopagnosia is associated with abnormal response to individual faces in the right middle fusiform gyrus. Cereb. Cortex 16, 574-586. (doi:10.1093/cercor/bhj005)
64. Sorger, B., Goebel, R., Schiltz, C. & Rossion, B. 2007 Understanding the functional neuroanatomy of acquired prosopagnosia. NeuroImage 35, 836-852. (doi:10.1016/j.neuroimage.2006.09.051)
65. Bouvier, S. E. & Engel, S. A. 2006 Behavioral deficits and cortical damage loci in cerebral achromatopsia. Cereb. Cortex 16, 183-191. (doi:10.1093/cercor/bhi096)
66. Milner, A. D. et al. 1991 Perception and action in 'visual form agnosia'. Brain 114, 405-428. (doi:10. 1093/brain/114.1.405)
67. Steeves, J. K. E., Culham, J. C., Duchaine, B. C., Pratesi, C. C., Valyear, K. F., Schindler, I., Humphrey, G. K., Milner, A. D. & Goodale, M. A. 2006 The fusiform face area is not sufficient for face recognition: evidence from a patient with dense prosopagnosia and no occipital face area. Neuropsychologia 44, 594-609. (doi:10.1016/j.neuropsychologia.2005.06.013)
68. Dricot, L., Sorger, B., Schiltz, C., Goebel, R. & Rossion, B. 2008 The roles of 'face' and 'non-face' areas during individual face perception: evidence by fMRI adaptation in a brain-damaged prosopagnosic patient. NeuroImage 40, 318-332. (doi:10.1016/j.neuroimage.2007.11.012)
69. Steeves, J. K. E., Dricot, L., Goltz, H. C., Sorger, B., Peters, J., Milner, A. D., Goodale, M. A., Goebel, R. & Rossion, B. 2009 Abnormal face identity coding in the middle fusiform gyrus of two brain-damaged prosopagnosic patients. Neuropsychologia 47, 2584-2592.(doi:10.1016/j.neuropsychologia.2009.05.005)
70. Andrews, T. J. & Ewbank, M. P. 2004 Distinct representations for facial identity and changeable aspects of faces in the human temporal lobe. Neuroimage 23, 905-913. (doi:10.1016/j.neuroimage.2004.07.060)
71. Grill-Spector, K. & Malach, R. 2001 fMR-adaptation: a tool for studying the functional properties of human cortical neurons. Acta Psychologica 107, 293-321. (doi:10.1016/S0001-6918(01)00019-1)
72. Avidan, G., Hasson, U., Malach, R. & Behrmann, M. 2005 Detailed exploration of face-related processing in congenital prosopagnosia: 2. Functional neuroimaging findings. J. Cogn. Neurosci. 17, 1150-1167. (doi:10.1162/0898929054475145)
73. Rossion, B. 2008 Constraining the cortical face network by neuroimaging studies of acquired prosopagnosia. NeuroImage 40, 423-426. (doi:10.1016/j.neuroimage.2007.10.047)
74. Fairhall, S. L. & Ishai, A. 2007 Effective connectivity within the distributed cortical network for face perception. Cereb. Cortex 17, 2400-2406. (doi:10.1093/cercor/bhl148)
75. Ishai, A. 2008 Let's face it: it's a cortical network. NeuroImage 40, 415-419. (doi:10.1016/j.neuroimage.2007.10.040)
76. Jiang, X., Rosen, E., Zeffiro, T. A., VanMeter, J., Blanz, V. & Riesenhuber, M. 2006 Evaluation of a shape-based model of human face discrimination using fMRI and behavioral techniques. Neuron 50, 159-172. (doi:10.1016/j.neuron.2006.03.012)
77. Pitcher, D., Walsh, V., Yovel, G. & Duchaine, B. 2007 TMS evidence for the involvement of the right occipital face area in early face processing. Curr. Biol. 17, 1568-1573. (doi:10.1016/j.cub.2007.07.063)
78. Eimer, M. 2000 Event-related brain potentials distinguish processing stages involved in face perception and recognition. Clin. Neurophysiol. 111, 694-705.(doi:10.1016/S1388-2457(99)00285-0)
79. Bolognini, N. & Ro, T. 2010 Transcranial magnetic stimulation: disrupting neural activity to alter and assess brain function. J. Neurosci. 30, 9647-9650.(doi:10.1523/JNEUROSCI.1990-10.2010)
80. Pascual-Leone, A., Bartres-Faz, D. & Keenan, J. P. 1999 Transcranial magnetic stimulation: studying the brain-behaviour relationship by induction of 'virtual lesions'. Phil. Trans. R. Soc. Lond. B 354, 1229-1238.(doi:10.1098/rstb.1999.0476)
81. Pascual-Leone, A., Walsh, V. & Rothwell, J. 2000 Transcranial magnetic stimulation in cognitive neuroscience-virtual lesion, chronometry, and functional connectivity. Curr. Opin. Neurobiol. 10, 232-237.(doi:10.1016/S0959-4388(00)00081-7)
82. Walsh, V. & Cowey, A. 2000 Transcranial magnetic stimulation and cognitive neuroscience. Nat. Rev. Neurosci. 1, 73-79. (doi:10.1038/35036239)
83. Walsh, V. & Rushworth, M. 1999 A primer of magnetic stimulation as a tool for neuropsychology. Neuropsychologia 37, 125-135.
84. Ziemann, U. 2010 TMS in cognitive neuroscience: virtual lesion and beyond. Cortex 46, 124-127.(doi:10.1016/j.cortex.2009.02.020)
85. Robertson, E. M., Theoret, H. & Pascual-Leone, A. 2003 Studies in cognition: the problems solved and created by transcranial magnetic stimulation. J. Cogn. Neurosci. 15, 948-960. (doi:10.1162/089892903770007344)
86. Pitcher, D., Garrido, L., Walsh, V. & Duchaine, B. C. 2008 Transcranial magnetic stimulation disrupts the perception and embodiment of facial expressions. J. Neurosci. 28, 8929-8933. (doi:10.1523/JNEUROSCI.1450-08.2008)
87. Sacco, P., Turner, D., Rothwell, J. & Thickbroom, G. 2009 Corticomotor responses to triple-pulse transcranial magnetic stimulation: effects of interstimulus interval and stimulus intensity. Brain Stimul. 2, 36-40. (doi:10.1016/j.brs.2008.06.255)
88. Silvanto, J., Lavie, N. & Walsh, V. 2005 Double dissociation of V1 and V5/MT activity in visual awareness. Cereb. Cortex 15, 1736-1741. (doi:10.1093/cercor/bhi050)
89. Corthout, E., Uttl, B., Ziemann, U., Cowey, A. & Hallett, M. 1999 Two periods of processing in the (circum)striate visual cortex as revealed by transcranial magnetic stimulation. Neuropsychologia 37, 137-145. (doi:10.1016/S0028-3932(98)00088-8)
90. Ellison, A., Lane, A. R. & Schenk, T. 2007 The interaction of brain regions during visual search processing as revealed by transcranial magnetic stimulation. Cereb. Cortex 17, 2579-2584. (doi:10.1093/cercor/bhl165)
91. Pascual-Leone, A. & Walsh, V. 2001 Fast backprojections from the motion to the primary visual area necessary for visual awareness. Science 292, 510-512. (doi:10.1126/science.1057099)
92. Wagner, T., Rushmore, J., Eden, U. & Valero-Cabre, A. 2009 Biophysical foundations underlying TMS: setting the stage for an effective use of neurostimulation in the cognitive neurosciences. Cortex 45, 1025-1034.(doi:10.1016/j.cortex.2008.10.002)
93. Nakamura, H., Kitagawa, H., Kawaguchi, Y. & Tsuji, H. 1997 Intracortical facilitation and inhibition after transcranial magnetic stimulation in conscious humans. J. Physiol. 498, 817-823.
94. Pitcher, D., Charles, L., Devlin, J. T., Walsh, V. & Duchaine, B. 2009 Triple dissociation of faces, bodies, and objects in extrastriate cortex. Curr. Biol. 19, 319-324. (doi:10.1016/j.cub.2009.01.007)
95. Pourtois, G., Sander, D., Andres, M., Grandjean, D., Reveret, L., Olivier, E. & Vuilleumier, P. 2004 Dissociable roles of the human somatosensory and superior temporal cortices for processing social face signals. Eur. J. Neurosci. 20, 3507-3515. (doi:10.1111/j.1460-9568.2004.03794.x)
96. Adolphs, R., Damasio, H., Tranel, D., Cooper, G. & Damasio, A. R. 2000 A role for somatosensory cortices in the visual recognition of emotion as revealed by three-dimensional lesion mapping. J. Neurosci. 20, 2683-2690.
97. Winston, J. S., O'Doherty, J. & Dolan, R. J. 2003 Common and distinct neural responses during direct and incidental processing of multiple facial emotions. Neuroimage 20, 84-97. (doi:10.1016/S1053-8119(03) 00303-3)
98. Adolphs, R. 2006 How do we know the minds of others? Domain-specificity, simulation, and enactive social cognition. Brain Res. 1079, 25-35. (doi:10.1016/j.brainres.2005.12.127)
99. Heberlein, A. S. & Atkinson, A. P. 2009 Neuroscientific evidence for simulation and shared substrates in emotion recognition: beyond faces. Emotion Rev. 1, 162-177. (doi:10.1177/1754073908100441)
100. Niedenthal, P. M. 2007 Embodying emotion. Science 316, 1002-1005. (doi:10.1126/science.1136930)
101. Dzhelyova, M. P., Ellison, A. & Atkinson, A. P. In press. Event-related repetitive TMS reveals distinct, critical roles for right OFA and bilateral posterior STS in judging the trustworthiness and sex of faces. J. Cogn. Neurosci. (doi:10.1162/jocn.2011.21604)
102. Brown, E. & Perrett, D. I. 1993 What gives a face its gender? Perception 22, 829-840. (doi:10.1068/p220829)
103. Bruce, V., Burton, A. M., Hanna, E., Healey, P., Mason, O., Coombes, A., Fright, R. & Linney, A. 1993 Sex discrimination: how do we tell the difference between male and female faces? Perception 22, 131-152. (doi:10.1068/p220131)
104. Burton, A. M., Bruce, V. & Dench, N. 1993 What's the difference between men and women? Evidence from facial measurement. Perception 22, 153-176. (doi:10.1068/p220153)
105. Calder, A. J., Burton, A. M., Miller, P., Young, A. W. & Akamatsu, S. 2001 A principal component analysis of facial expressions. Vis. Res. 41, 1179-1208. (doi:10.1016/S0042-6989(01)00002-5)
106. Campbell, R., Wallace, S. & Benson, P. J. 1996 Real men don't look down: direction of gaze affects sex decisions on faces. Vis. Cogn. 3, 393-412. (doi:10.1080/135062896395643)
107. Oosterhof, N. N. & Todorov, A. 2008 The functional basis of face evaluation. Proc. Natl Acad. Sci. USA 105, 11 087-11 092. (doi:10.1073/pnas.0805664105)
108. Oosterhof, N. N. & Todorov, A. 2009 Shared perceptual basis of emotional expressions and trustworthiness impressions from faces. Emotion 9, 128-133. (doi:10.1037/a0014520)
109. Said, C. P., Sebe, N. & Todorov, A. 2009 Structural resemblance to emotional expressions predicts evaluation of emotionally neutral faces. Emotion 9, 260-264. (doi:10.1037/a0014681)
110. Cohen Kadosh, K., Walsh, V. & Cohen Kadosh, R. 2011 Investigating face-property specific processing in the right OFA. Soc. Cogn. Affect. Neurosci. 6, 58-65. (doi:10.1093/scan/nsq015)
111. Calder, A. J., Young, A. W., Keane, J. & Dean, M. 2000 Configural information in facial expression perception. J. Exp. Psychol. Hum. Percept. Performance 26, 527-551. (doi:10.1037/0096-1523.26.2.527)
112. Mondloch, C. J., Geldart, S., Maurer, D. & Le Grand, R. 2003 Developmental changes in face processing skills. J. Exp. Child Psychol. 86, 67-84. (doi:10.1016/S0022-0965(03)00102-4)
113. Neth, D. & Martinez, A. M. 2009 Emotion perception in emotionless face images suggests a norm-based representation. J. Vis. 9, 1-11. (doi:10.1167/9.1.5)
114. Rakover, S. S. 2002 Featural vs. configurational information in faces: a conceptual and empirical analysis. Br. J. Psychol. 93, 1-30. (doi:10.1348/000712602162427)
115. Cohen Kadosh, K., Henson, R. N. A., Cohen Kadosh, R., Johnson, M. H. & Dick, F. 2010 Task-dependent activation of face-sensitive cortex: an fMRI adaptation study. J. Cogn. Neurosci. 22, 903-917. (doi:10.1162/jocn.2009.21224)
116. Price, C. J., Warburton, E. A., Moore, C. J., Frackowiak, R. S. & Friston, K. J. 2001 Dynamic diaschisis: anatomically remote and context-sensitive human brain lesions. J. Cogn. Neurosci. 13, 419-429. (doi:10.1162/08989290152001853)
117. Kim, M., Ducros, M., Carlson, T., Ronen, I., He, S., Ugurbil, K. & Kim, D. S. 2006 Anatomical correlates of the functional organization in the human occipitotemporal cortex. Magn. Reson. Imag. 24, 583-590.(doi:10.1016/j.mri.2005.12.005)
118. Rotshtein, P., Vuilleumier, P., Winston, J., Driver, J. & Dolan, R. 2007 Distinct and convergent visual processing of high and low spatial frequency information in faces. Cereb. Cortex 17, 2713-2724. (doi:10.1093/cercor/bhl180)
119. Bestmann, S., Baudewig, J., Siebner, H. R., Rothwell, J. C. & Frahm, J. 2005 BOLD MRI responses to repetitive TMS over human dorsal premotor cortex. Neuroimage 28, 22-29. (doi:10.1016/j.neuroimage.2005.05.027)
120. Hampton, A. N., Adolphs, R., Tyszka, M. J. & O'Doherty, J. P. 2007 Contributions of the amygdale to reward expectancy and choice signals in human prefrontal cortex. Neuron 55, 545-555. (doi:10.1016/j.neuron.2007.07.022)
121. Ruff, C. C. et al. 2006 Concurrent TMS-fMRI and psychophysics reveal frontal influences on human retinotopic visual cortex. Curr. Biol. 16, 1479-1488. (doi:10.1016/j.cub.2006.06.057)
122. Findlay, J. M. & Gilchrist, I. D. 2003 Active vision: the psychology of looking and seeing. Oxford, UK: Oxford University Press.