Predictive codes of familiarity and context during the perceptual learning of facial identities

Nature Communications

Volumn 4, Issue , 2013, Pages

  Apps, Matthew A J ^a,b,c   Tsakiris, Manos ^c  

^a UNIVERSITY OF OXFORD   (United Kingdom)

^b UNIVERSITY OF OXFORD   (United Kingdom)

^c UNIVERSITY OF LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BEHAVIORAL RESPONSE; FAMILIARITY; LEARNING; PERCEPTION; SOCIAL BEHAVIOR;

ADULT; ANALYTICAL ERROR; ARTICLE; BEHAVIOR; CONTROLLED STUDY; FACE; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; FUSIFORM FACE AREA; HUMAN; IMAGE ANALYSIS; LEARNING; MALE; MODEL; NORMAL HUMAN; PREDICTION; RECOGNITION; SUPERIOR TEMPORAL SULCUS; TASK PERFORMANCE;

ADOLESCENT; ADULT; BRAIN MAPPING; COMPUTER SIMULATION; FACE; FEMALE; HUMANS; LEARNING; MAGNETIC RESONANCE IMAGING; MALE; PATTERN RECOGNITION, VISUAL; PERCEPTION; PROBABILITY; RANDOM ALLOCATION; RECOGNITION (PSYCHOLOGY); TEMPORAL LOBE; YOUNG ADULT;

EID: 84887782595     PISSN: None     EISSN: 20411723     Source Type: Journal    
DOI: 10.1038/ncomms3698     Document Type: Article

References (60)

1. Burton, A. M., Jenkins, R. & Schweinberger, S. R. Mental representations of familiar faces. Br. J. Psychol. 102, 943-958 (2011).
2. Jenkins, R. & Burton, A. M. Stable face representations. Philos. Trans. R. Soc. B Biol. Sci. 366, 1671-1683 (2011).
3. Freiwald, W. A. & Tsao, D. Y. Functional compartmentalization and viewpoint generalization within the macaque face-processing system. Science 330, 845-851 (2010).
4. Haxby, J. V., Hoffman, E. A. & Gobbini, M. I. The distributed human neural system for face perception. Trends Cogn. Sci. 4, 223-233 (2000). (Pubitemid 30332148)
5. Summerfield, C., Trittschuh, E. H., Monti, J. M., Mesulam, M. M. & Egner, T. Neural repetition suppression reflects fulfilled perceptual expectations. Nat. Neurosci. 11, 1004-1006 (2008).
6. Larsson, J. & Smith, A. T. fMRI repetition suppression: neuronal adaptation or stimulus expectation? Cerebral Cortex 22, 567-576 (2012).
7. Egner, T., Monti, J. M. & Summerfield, C. Expectation and surprise determine neural population responses in the ventral visual stream. J. Neurosci. 30, 16601-16608 (2010).
8. Summerfield, C. & Egner, T. Expectation (and attention) in visual cognition. Trends Cogn. Sci. 13, 403-409 (2009).
9. Friston, K. The free-energy principle: a rough guide to the brain? Trends Cogn. Sci. 13, 293-301 (2009).
10. Apps, M. A. J. & Tsakiris, M. The Free-energy self: A predictive coding account of self-recognition. Neurosci. Biobehav. Rev. pii S0149-7634, 00042-0 (2013).
11. Clark, A. Whatver next? Predictive brains, situated agents and the future of cognitive science. Behav. Brain Sci. 36, 181-204 (2013).
12. Pearce, J. M. & Hall, G. A model for pavlovian learning - variations in the effectiveness of conditioned but not of unconditioned stimuli. Psychol. Rev. 87, 532-552 (1980).
13. Rescorla, R. A. & Wagner, A. R. Classical Conditioning II: Current Research and Theory 64-99 (Appleton-Century Crofts, 1972).
14. Huang, Y. & Rao, R. Predictive coding. Cogn. Sci. 2, 580-593 (2011).
15. Rao, R. P. N. & Ballard, D. H. Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects. Nat. Neurosci. 2, 79-87 (1999). (Pubitemid 30488944)
16. Kanwisher, N. Domain specificity in face perception. Nat. Neurosci. 3, 759-763 (2000). (Pubitemid 30485699)
17. Kanwisher, N., McDermott, J. & Chun, M. M. The fusiform face area: A module in human extrastriate cortex specialized for face perception. J. Neurosci. 17, 4302-4311 (1997). (Pubitemid 27220621)
18. Calder, A. J. & Young, A. W. Understanding the recognition of facial identity and facial expression. Nat. Rev. Neurosci. 6, 641-651 (2005). (Pubitemid 41059338)
19. Gobbini, M. I. & Haxby, J. V. Neural response to the visual familiarity of faces. Brain Res. Bull. 71, 76-82 (2006). (Pubitemid 44750422)
20. Grill-Spector, K., Knouf, N. & Kanwisher, N. The fusiform face area subserves face perception, not generic within-category identification. Nat. Neurosci. 7, 555-562 (2004). (Pubitemid 38544596)
21. Fox, C. J., Moon, S. Y., Iaria, G. & Barton, J. J. S. The correlates of subjective perception of identity and expression in the face network: An fMRI adaptation study. Neuroimage 44, 569-580 (2009).
22. Eger, E., Schweinberger, S. R., Dolan, R. J. & Henson, R. N. Familiarity enhances invariance of face representations in human ventral visual cortex: fMRI evidence. Neuroimage 26, 1128-1139 (2005). (Pubitemid 40806491)
23. Ewbank, M. P. & Andrews, T. J. Differential sensitivity for viewpoint between familiar and unfamiliar faces in human visual cortex. Neuroimage 40, 1857-1870 (2008).
24. Kanwisher, N. & Barton, J. The Functional Architecture of the Face System: Integrating Evidence from fMRI and Patient Studies. in Handbook of Face Perception. (eds Haxby, J., Johnson, M., Rhodes, G. & Calder, A.) 111-130 (Oxford University Press, 2011).
25. Barton, J. J. S. Structure and function in acquired prosopagnosia: lessons from a series of 10 patients with brain damage. J. Neuropsychol. 2, 197-225 (2008).
26. Andrews, T. J. & Ewbank, M. P. Distinct representations for facial identity and changeable aspects of faces in the human temporal lobe. Neuroimage 23, 905-913 (2004). (Pubitemid 39446524)
27. Eger, E., Schyns, P. G. & Kleinschmidt, A. Scale invariant adaptation in fusiform face-responsive regions. Neuroimage 22, 232-242 (2004). (Pubitemid 38515829)
28. Winston, J. S., Henson, R. N. A., Fine-Goulden, M. R. & Dolan, R. J. fMRIadaptation reveals dissociable neural representations of identity and expression in face perception. J. Neurophysiol. 92, 1830-1839 (2004). (Pubitemid 39100678)
29. Grill-Spector, K. & Malach, R. fMR-adaptation: a tool for studying the functional properties of human cortical neurons. Acta Psychol. (Amst). 107, 293-321 (2001). (Pubitemid 33647324)
30. Grill-Spector, K. et al. Differential processing of objects under various viewing conditions in the human lateral occipital complex. Neuron 24, 187-203 (1999). (Pubitemid 29466158)
31. Perrett, D. I., Rolls, E. T. & Caan, W. Visual neurones responsive to faces in the monkey temporal cortex. Exp. Brain Res. 47, 329-342 (1982). (Pubitemid 12019183)
32. Xu, X. & Biederman, I. Loci of the release from fMRI adaptation for changes in facial expression, identity, and viewpoint. J. Vis. 10 pii: 36 (2010).
33. Yue, X., Cassidy, B. S., Devaney, K. J., Holt, D. J. & Tootell, R. B. H. Lower-level stimulus features strongly influence responses in the fusiform face area. Cerebral Cortex 21, 35-47 (2011).
34. Rotshtein, P., Henson, R. N. A., Treves, A., Driver, J. & Dolan, R. J. Morphing Marilyn into Maggie dissociates physical and identity face representations in the brain. Nat. Neurosci. 8, 107-113 (2005). (Pubitemid 41236739)
35. Kosaka, H. et al. Neural substrates participating in acquisition of facial familiarity: an fMRI study. Neuroimage 20, 1734-1742 (2003). (Pubitemid 37468279)
36. Platek, S. M. et al. Neural substrates for functionally discriminating self-face from personally familiar faces. Hum. Brain Mapp. 27, 91-98 (2006). (Pubitemid 43238482)
37. Ramon, M., Dricot, L. & Rossion, B. Personally familiar faces are perceived categorically in face-selective regions other than the fusiform face area. Eur. J. Neurosci. 32, 1587-1598 (2010).
38. Summerfield, C. & Koechlin, E. A neural representation of prior information during perceptual inference. Neuron 59, 336-347 (2008). (Pubitemid 352033680)
39. Friston, K. A theory of cortical responses. Philos. Trans. R. Soc. B Biol. Sci. 360, 815-836 (2005). (Pubitemid 40885667)
40. Friston, K. J. Perception, attention and memory: A free-energy formulation. Int. J. Psychol. 43, 293-230 (2008).
41. Tsao, D. Y. & Livingstone, M. S. Mechanisms of face perception. in Ann. Rev. Neurosci. 411-437 (Annual Reviews, 2008).
42. Said, C. P., Moore, C. D., Engell, A. D., Todorov, A. & Haxby, J. V. Distributed representations of dynamic facial expressions in the superior temporal sulcus. J. Vis. 10, 12 (2010).
43. Hoffman, E. A. & Haxby, J. V. Distinct representations of eye gaze and identity in the distributed human neural system for face perception. Nat. Neurosci. 3, 80-84 (2000). (Pubitemid 30126352)
44. Calvert, G. A. & Campbell, R. Reading speech from still and moving faces: the neural substrates of visible speech. J. Cogn. Neurosci. 15, 57-70 (2003). (Pubitemid 36106263)
45. Bristow, D., Rees, G. & Frith, C. D. Social interaction modifies neural response to gaze shifts. Soc. Cogn. Affect. Neurosci. 2, 52-61 (2007). (Pubitemid 47090794)
46. Pelphrey, K. A., Morris, J. P. & McCarthy, G. Grasping the intentions of others: the perceived intentionality of an action influences activity in the superior temporal sulcus during social perception. J. Cogn. Neurosci. 16, 1706-1716 (2004). (Pubitemid 40052453)
47. Pearson, J. M., Heilbronner, S. R., Barack, D. L., Hayden, B. Y. & Platt, M. L. Posterior cingulate cortex: adapting behavior to a changing world. Trends Cogn. Sci. 15, 143-151 (2011).
48. Pearson, J. M., Hayden, B. Y., Raghavachari, S. & Platt, M. L. Neurons in posterior cingulate cortex signal exploratory decisions in a dynamic multioption choice task. Curr. Biol. 19, 1532-1537 (2009).
49. Hayden, B. Y., Nair, A. C., McCoy, A. N. & Platt, M. L. Posterior cingulate cortex mediates outcome-contingent allocation of behavior. Neuron 60, 19-25 (2008).
50. Heilbronner, S. R., Hayden, B. Y. & Platt, M. L. Decision salience signals in posterior cingulate cortex. Front. Neurosci. 5, 55 (2011).
51. Oosterhof, N. N. & Todorov, A. The functional basis of face evaluation. Proc. Natl Acad. Sci. USA 105, 11087-11092 (2008).
52. Burke, D., Taubert, J. & Higman, T. Are face representations viewpoint dependent? A stereo advantage for generalising across different views of faces. Vision Res. 47, 2164-2169 (2007). (Pubitemid 47058525)
53. Stephan, B. C. M. & Caine, D. What is in a view? The role of featural information in the recognition of unfamiliar faces across viewpoint transformation. Perception 36, 189-198 (2007).
54. Bray, S. & O'Doherty, J. Neural coding of reward-prediction error signals during classical conditioning with attractive faces. J. Neurophysiol. 97, 3036-3045 (2007). (Pubitemid 46557731)
55. Brovelli, A., Laksiri, N., Nazarian, B.,Meunier, M. & Boussaoud, D. Understanding the neural computations of arbitrary visuomotor learning through fMRI and associative learning theory. Cerebral Cortex 18, 1485-1495 (2008). (Pubitemid 351882046)
56. Dayan, P. & Balleine, B. W. Reward, motivation, and reinforcement learning. Neuron 36, 285-298 (2002). (Pubitemid 35217892)
57. Schultz, W. Behavioral theories and the neurophysiology of reward. Annu. Rev. Psychol. 57, 87-115 (2006). (Pubitemid 43237228)
58. Friston, K. & Kiebel, S. Predictive coding under the free-energy principle. Philos. Trans. R Soc. B Biol. Sci. 364, 1211-1221 (2009).
59. Pine, A. et al. Encoding of marginal utility across time in the human brain. J. Neurosci. 29, 9575-9581 (2009).
60. Hampton, A. N., Bossaerts, P. & O'Doherty, J. P. Neural correlates of mentalizing-related computations during strategic interactions in humans. Proc. Natl Acad. Sci. USA 105, 6741-6746 (2008). (Pubitemid 351754577)