Individual faces elicit distinct response patterns in human anterior temporal cortex

被引:360
作者
Kriegeskorte, Nikolaus [1 ]
Formisano, Elia [2 ]
Sorger, Bettina [2 ]
Goebel, Rainer [2 ]
机构
[1] Natl Inst Mental Hlth, Lab Brain Cognit, Sect Funct Imaging Methods, Bethesda, MD 20892 USA
[2] Univ Maastricht, Fac Psychol, Dept Cognit Neurosci, NL-6200 MD Maastricht, Netherlands
关键词
fMRI; information-based; population code;
D O I
10.1073/pnas.0705654104
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Visual face identification requires distinguishing between thousands of faces we know. This computational feat involves a network of brain regions including the fusiform face area (FIFA) and anterior inferotemporal cortex (aIT), whose roles in the process are not well understood. Here, we provide the first demonstration that it is possible to discriminate cortical response patterns elicited by individual face images with high-resolution functional magnetic resonance imaging (fMRI). Response patterns elicited by the face images were distinct in aIT but not in the FFA. Individual-level face information is likely to be present in both regions, but our data suggest that it is more pronounced in aIT. One interpretation is that the FIFA detects faces and engages aIT for identification.
引用
收藏
页码:20600 / 20605
页数:6
相关论文
共 81 条
[51]   Electrophysiological studies of human face perception. II: Response properties of face-specific potentials generated in occipitotemporal cortex [J].
McCarthy, G ;
Puce, A ;
Belger, A ;
Allison, T .
CEREBRAL CORTEX, 1999, 9 (05) :431-444
[52]   Learning to decode cognitive states from brain images [J].
Mitchell, TM ;
Hutchinson, R ;
Niculescu, RS ;
Pereira, F ;
Wang, XR ;
Just, M ;
Newman, S .
MACHINE LEARNING, 2004, 57 (1-2) :145-175
[53]   What is special about face recognition? Nineteen experiments on a person with visual object agnosia and dyslexia but normal face recognition [J].
Moscovitch, M ;
Winocur, G ;
Behrmann, M .
JOURNAL OF COGNITIVE NEUROSCIENCE, 1997, 9 (05) :555-604
[54]   Anteromedial temporal cortex supports fine-grained differentiation among objects [J].
Moss, HE ;
Rodd, JM ;
Stamatakis, EA ;
Bright, P ;
Tyler, LK .
CEREBRAL CORTEX, 2005, 15 (05) :616-627
[55]   Classifying brain states and determining the discriminating activation patterns: Support Vector Machine on functional MRI data [J].
Mourao-Miranda, J ;
Bokde, ALW ;
Born, C ;
Hampel, H ;
Stetter, M .
NEUROIMAGE, 2005, 28 (04) :980-995
[56]   Functional delineation of the human occipito-temporal areas related to face and scene processing - A PET study [J].
Nakamura, K ;
Kawashima, R ;
Sato, N ;
Nakamura, A ;
Sugiura, M ;
Kato, T ;
Hatano, K ;
Ito, K ;
Fukuda, H ;
Schormann, T ;
Zilles, K .
BRAIN, 2000, 123 :1903-1912
[57]   Partially distributed representations of objects and faces in ventral temporal cortex [J].
O'Toole, AJ ;
Jiang, F ;
Abdi, H ;
Haxby, JV .
JOURNAL OF COGNITIVE NEUROSCIENCE, 2005, 17 (04) :580-590
[58]   ORGANIZATION AND FUNCTIONS OF CELLS RESPONSIVE TO FACES IN THE TEMPORAL CORTEX [J].
PERRETT, DI ;
HIETANEN, JK ;
ORAM, MW ;
BENSON, PJ .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY OF LONDON SERIES B-BIOLOGICAL SCIENCES, 1992, 335 (1273) :23-30
[59]   Category-specific cortical activity precedes retrieval during memory search [J].
Polyn, SM ;
Natu, VS ;
Cohen, JD ;
Norman, KA .
SCIENCE, 2005, 310 (5756) :1963-1966
[60]   Portraits or people? Distinct representations of face identity in the human visual cortex [J].
Pourtois, G ;
Schwartz, S ;
Seghier, ML ;
Lazeyras, F ;
Vuilleumier, P .
JOURNAL OF COGNITIVE NEUROSCIENCE, 2005, 17 (07) :1043-1057