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Differential Sensitivity of Human Visual Cortex to Faces, Letterstrings, and Textures: A Functional Magnetic Resonance Imaging Study
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Twelve normal subjects viewed alternating sequences of unfamiliar faces, unpronounceable nonword letterstrings, and textures while echoplanar functional magnetic resonance images were acquired in seven slices extending from the posterior margin of the splenium to near the occipital pole. These stimuli were chosen to elicit initial category-specific processing in extrastriate cortex while minimizing semantic processing. Overall, faces evoked more activation than did letterstrings. Comparing hemispheres, faces evoked greater activation in the right than the left hemisphere, whereas letterstrings evoked greater activation in the left than the right hemisphere. Faces primarily activated the fusiform gyrus bilaterally, and also activated the right occipitotemporal and inferior occipital sulci and a region of lateral cortex centered in the middle temporal gyrus. Letterstrings primarily activated the left occipitotemporal and inferior occipital sulci. Textures primarily activated portions of the collateral sulcus. In the left hemisphere, 9 of the 12 subjects showed a characteristic pattern in which faces activated a discrete region of the lateral fusiform gyrus, whereas letterstrings activated a nearby region of cortex within the occipitotemporal and inferior occipital sulci. These results suggest that different regions of ventral extrastriate cortex are specialized for processing the perceptual features of faces and letterstrings, and that these regions are intermediate between earlier processing in striate and peristriate cortex, and later lexical, semantic, and associative processing in downstream cortical regions.
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“Puce et al. (1996) report single-subject activations during passive presentation of visual words, faces, and textures. Nine out of twelve subjects showed greater activation to words than to faces in the left occipitotemporal sulcus, although a neighboring but slightly more mesial site conversely showed preferential activation to faces than to words.”
From Specialization within the ventral stream: the case for the visual word form area (2004) · cites this paper as Puce et al. (1996)
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“The region that activates to visual words is well delimited and occupies a fixed location relative to other regions that preferentially respond to faces, houses, or objects (Hasson et al., 2002, 2003; Puce et al., 1996).”
From Specialization within the ventral stream: the case for the visual word form area (2004) · cites this paper as Puce et al., 1996
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“10) and fMRI (Puce et al., 1996, 1997, 1998) studies demonstrate that the ventral and lateral face areas are separated by cortex (the superior portion of the inferior temporal gyrus) that is relatively uninvolved in face processing.”
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“[27,21,18,16,19]) have 200 ms (N200) recorded from ventral occipitotemporal located an area in the fusiform gyrus that is strongly cortex was unaffected by the familiarity of faces and activated when faces are presented, but not in response to showed no habituation, suggesting that this potential houses, scrambled fac…”
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“, 2000, 2002), but also relative to other categories of visual objects such as faces or houses (Gauthier et al., 2000; Hasson et al., 2002; Puce et al., 1996).”
BackgroundPuce, A. (1999) · Cerebral Cortex · doi:10.1093/cercor/9.5.445 · Cited by 422
“In the left hemisphere the centroid of letter-stringspecific N200s is near the occipitotemporal sulcus, which Puce et al. (Puce et al., 1996) found to be activated more by letter-strings than by faces or textures.”
BackgroundInfluentialNeural substrates of facial emotion processing using fMRI
West, M. L. K., Andersen, A. H., Smith, C. D., Avison, M. J., Davis, C. E., Kryscio, R. J., & Blonder, L. X. (2001) · Cognitive Brain Research · doi:10.1016/s0926-6410(00)00073-2 · Cited by 446
Baker, C. I., Liu, J., Wald, L. L., Kwong, K. K., Benner, T., & Kanwisher, N. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0703300104 · Cited by 407
Dehaene-Lambertz, G., Monzalvo, K., & Dehaene, S. (2018) · PLOS Biology · doi:10.1371/journal.pbio.2004103 · Cited by 367
“, lateral to the fusiform face responses (as previously reported in [80]) and overlapping with the most anterior part of the lateral object-responsive cortex (Fig 2).”
BackgroundCohen, L. (2003) · Cerebral Cortex · doi:10.1093/cercor/bhg079 · Cited by 400
“Thus, the VWFA is activated by alphabetic strings relative to fixation but also relative to complex non-alphabetic stimuli such as false fonts, faces or geometrical patterns (e.g. Price et al., 1996b; Puce et al., 1996; Cohen et al., 2002).”
BackgroundMcPartland, J. C., Dawson, G., Webb, S. J., Panagiotides, H., & Carver, L. J. (2004) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2004.00318.x · Cited by 402
Enhanced neural activity in response to dynamic facial expressions of emotion: an fMRI study
Sato, W., Kochiyama, T., Yoshikawa, S., Naito, E., & Matsumura, M. (2004) · Cognitive Brain Research · doi:10.1016/j.cogbrainres.2004.01.008 · Cited by 405
Cue-Invariant Activation in Object-Related Areas of the Human Occipital Lobe
Kalanit Grill-spector, A., Kushnir, T., Edelman, S., Itzchak, Y., & Malach, R. (1998) · Neuron · doi:10.1016/s0896-6273(00)80526-7 · Cited by 404
“…Stimulias well as other neuroimaging studies showing selective Objects-From-Motion (OFM) Experimentactivation to various object categories (Haxby et al., Epochs of visual stimulation 40 s long were alternated with 16 or 1996; Martin et al., 1996; Puce et al., 1996; Kanwisher et 20 s blank epochs.”
Faces in Context: A Review and Systematization of Contextual Influences on Affective Face Processing
Wieser, M. J., & Brosch, T. (2012) · Frontiers in Psychology · doi:10.3389/fpsyg.2012.00471 · Cited by 446
“Core brain regions of face processing are located in inferior occipital gyrus (occipital face area, OFA, Puce et al., 1996), lateral fusiform gyrus (fusiform face area, FFA, Kanwisher et al., 1997), and posterior superior temporal sulcus (pSTS, Hoffman and Haxby, 2000).”
BackgroundThe role of the occipital face area in the cortical face perception network
Pitcher, D., Walsh, V., & Duchaine, B. (2011) · Experimental Brain Research · doi:10.1007/s00221-011-2579-1 · Cited by 399
“Pitcher et al. (2009) 45, i78, i6 Faces > Objects 15/15 Puce et al. (1996) 36, i66, i17 Faces > Letter strings Not reported”
BackgroundInfluentialGrelotti, D. J., Gauthier, L., & Schultz, R. T. (2002) · Developmental Psychobiology · doi:10.1002/dev.10028 · Cited by 406
“…gyrus, or it is possible that it could be replaced by external sources of motivation such as the kind of supervised learning that one can encounter for letters and words and which appears to lead to similar specialization for letters in other parts of the visual system (e.g., Puce et al., 1996).”
BackgroundElectrophysiological and Haemodynamic Correlates of Face Perception, Recognition and Priming
Henson, R. N. (2003) · Cerebral Cortex · doi:10.1093/cercor/13.7.793 · Cited by 387
“Unlike the fusiform activation, this activation was strongly right-lateralized, consistent with previous studies (Puce et al., 1996).”
ResultMultisensory Visual-Auditory Object Recognition in Humans: a High-density Electrical Mapping Study
Molholm, S. (2004) · Cerebral Cortex · doi:10.1093/cercor/bhh007 · Cited by 385
“…a cluster of brain regions in the ventral visual stream known as the lateral occipital complex (LOC; e.g. Kohler et al., 1995; Malach et al., 1995; Puce et al., 1996, 1999; Kanwisher et al., 1997; Allison et al., 1999; Haxby et al., 1999; Ishai et al., 1999; Doniger et al., 2000, 2001, 2002;…”
BackgroundPelphrey, K. A., Shultz, S., Hudac, C. M., & Wyk, B. C. V. (2011) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2010.02349.x · Cited by 405
Child and adolescent development : an advanced course
Damon, W., & Lerner, R. M. (2008) · Wiley eBooks · Cited by 385
Multivariate pattern analysis of fMRI: The early beginnings
Haxby, J. V. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.03.016 · Cited by 369
“As we were still puzzling over our initial results, others published reports on a specialized area in the fusiform gyrus that responded more during face perception tasks than during perception of other objects (Kanwisher et al., 1997; McCarthy et al., 1997; Puce et al., 2006).”
ResultA multimodal language region in the ventral visual pathway
Büchel, C., Price, C., & Friston, K. (1998) · Nature · doi:10.1038/28389 · Cited by 378
Unraveling mechanisms for expert object recognition: Bridging brain activity and behavior.
Gauthier, L., & Tarr, M. J. (2002) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.28.2.431 · Cited by 424
Temporal Characterization of the Neural Correlates of Perceptual Decision Making in the Human Brain
Philiastides, M. G., & Sajda, P. (2005) · Cerebral Cortex · doi:10.1093/cercor/bhi130 · Cited by 380
“These results are consistent with functional neuroimaging studies (Kanwisher et al., 1996, 1997; Puce et al., 1996; Hasson et al., 2002) and several ERP/MEG studies (Botzel et al., 1995; Bentin et al., 1996; Halgren et al., 2000; Liu et al., 2000; Rossion et al., 2003), where face-sensitive…”
The Representation of Objects in the Human Occipital and Temporal Cortex
Ishai, A., Ungerleider, L. G., Martin, A. D., & Haxby, J. V. (2000) · Journal of Cognitive Neuroscience · doi:10.1162/089892900564055 · Cited by 359
“Several brain imaging and electrophysiological recording studies in humans have reported discrete cortical regions in the posterior ventral temporal cortex that respond preferentially to faces (Haxby et al., 1999; Kanwisher, McDermott, & Chun, 1997; McCarthy, Puce, Gore, & Allison, 1997; Clark et al., 1996; Puce, Alli…”
BackgroundResultInfluentialLarge-scale mirror-symmetry organization of human occipito-temporal object areas
Hasson, U., Harel, M., Levy, I., & Malach, R. (2003) · Neuron · doi:10.1016/s0896-6273(03)00144-2 · Cited by 336
Enhanced visual functioning in autism: An ALE meta-analysis
Samson, F., Mottron, L., Soulières, I., & Zeffiro, T. A. (2012) · Human Brain Mapping · doi:10.1002/hbm.21307 · Cited by 351
“Also consistent with this finding are the previous studies that have reported occipitotemporal and lateral occipital sensitivity to letter strings [Puce et al., 1996] and written words [Baker et al., 2007].”
ResultDevelopmental Dyslexia: An Update on Genes, Brains, and Environments
Grigorenko, E. L. (2001) · Journal of Child Psychology and Psychiatry · doi:10.1111/1469-7610.00704 · Cited by 366
Kilts, C. D., Egan, G. J., Gideon, D. A., Ely, T. D., & Hoffman, J. M. (2002) · NeuroImage · doi:10.1006/nimg.2002.1323 · Cited by 357
Development of face-sensitive event-related potentials during infancy: a review
de Haan, M., Johnson, M. H., & Halit, H. (2003) · International Journal of Psychophysiology · doi:10.1016/s0167-8760(03)00152-1 · Cited by 343
“during viewing of faces than a variety of compar- 103 ison stimuli (Puce et al., 1996, 1995), collectively 104 suggest that there are cortical areas devoted pref- 105 erentially to the processing of faces.”
BackgroundHalit, H., de Haan, M., & Johnson, M. H. (2003) · NeuroImage · doi:10.1016/s1053-8119(03)00076-4 · Cited by 338
“…the fusiform gyrus are more active when adults passively view faces than when they view other objects such as hands or chairs (Puce et al 1995; Puce et al 1996; Kanwisher et al 1997) and the pattern of activation over the ventral temporal cortex differs for faces compared to other objects…”
BackgroundHow Distributed Is Visual Category Information in Human Occipito-Temporal Cortex? An fMRI Study
Spiridon, M., & Kanwisher, N. (2002) · Neuron · doi:10.1016/s0896-6273(02)00877-2 · Cited by 339
“If it turns out that nonpreferred some classes of objects represented in localized regions responses carry as much information as preferred reof extrastriate cortex specialized for representing prisponses, that will call into question both the standard marily that class of object (Downing et al., 2001; Epstein techniq…”
RESPONSE PROPERTIES OF THE HUMAN FUSIFORM FACE AREA
Tong, F., Nakayama, K., Moscovitch, M., Weinrib, O., & Kanwisher, N. (2000) · Cognitive Neuropsychology · doi:10.1080/026432900380607 · Cited by 338
“An expertise account would also have difficulty explaining why letters, which represent another highly overlearned visual category, activate different brain regions than faces (Puce et al., 1996).”
BackgroundNeural Representations of Faces and Body Parts in Macaque and Human Cortex: A Comparative fMRI Study
Pinsk, M. A., Arcaro, M. J., Weiner, K. S., Kalkus, J. F., Inati, S., Gross, C. G., & Kästner, S. (2009) · Journal of Neurophysiology · doi:10.1152/jn.91198.2008 · Cited by 343
Barton, J. J. S. (2008) · Journal of Neuropsychology · doi:10.1348/174866407x214172 · Cited by 331
George, N., Driver, J., & Dolan, R. J. (2001) · NeuroImage · doi:10.1006/nimg.2001.0769 · Cited by 343
“Many previous studies have shown that face stimuli produce fusiform activity (Clark et al., 1998; Dolan et al., 1997; Grady et al., 1995; Halgren et al., 1999; Haxby et al., 1999, 1996, 1991; Kanwisher et al., 1997; McCarthy et al., 1997; Puce et al., 1996; Sergent et al., 1992).”
BackgroundResultPhillips, M. L., Williams, L. M., Heining, M., Herba, C. M., Russell, T., Andrew, C., Bullmore, E. T., Brammer, M. J., Williams, S. C. R., Morgan, M., et al. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2003.12.013 · Cited by 314
“Many regions important for face, facial feature and object perception, including the fusiform, superior and middle temporal gyri (Puce et al., 1996, 1998), were activated by covert and overt expressions of fear and disgust (Tables 1 – 4).”
BackgroundCan Face Recognition Really be Dissociated from Object Recognition?
Gauthier, L., Behrmann, M., & Tarr, M. J. (1999) · Journal of Cognitive Neuroscience · doi:10.1162/089892999563472 · Cited by 324
Taylor, J. C., Wiggett, A. J., & Downing, P. E. (2007) · Journal of Neurophysiology · doi:10.1152/jn.00012.2007 · Cited by 315
Neurophysiological evidence for visual perceptual categorization of words and faces within 150 ms
Schendan, H. E., Ganis, G., & Kutas, M. (1998) · Psychophysiology · doi:10.1111/1469-8986.3530240 · Cited by 309
The Faces of Development: A Review of Early Face Processing over Childhood
Taylor, M. J., Batty, M., & Itier, R. J. (2004) · Journal of Cognitive Neuroscience · doi:10.1162/0898929042304732 · Cited by 304
“The sensitivity of these cortical areas to faces was confirmed by fMRI ( Puce, Allison, Asgari, Gore, & McCarthy, 1996 ), and these studies were the catalyst for a large number of subsequent functional neuroimaging studies on face processing.”
BackgroundAttention to Form or Surface Properties Modulates Different Regions of Human Occipitotemporal Cortex
Cant, J. S., & Goodale, M. A. (2006) · Cerebral Cortex · doi:10.1093/cercor/bhk022 · Cited by 299
Responses to Rare Visual Target and Distractor Stimuli Using Event-Related fMRI
Clark, V. P., Fannon, S. P., Lai, S., Benson, R. R., & Bauer, L. O. (2000) · Journal of Neurophysiology · doi:10.1152/jn.2000.83.5.3133 · Cited by 295
“1,A, B, andD), which is near regions observed in other studies using block letter stimuli (Puce et al. 1996).”
Background
Metadata
- Authors
- Puce, A., Allison, T., Asgari, M., Gore, J. C., & McCarthy, G.
- Affiliations
- United States Department of Veterans Affairs (US)
- Yale University (US)
- Venue
- The Journal of Neuroscience
- Publisher
- Society for Neuroscience
- Published
- 1996-08-15
- Volume
- 16
- Issue
- 16
- Pages
- 5205-5215
- ISSN
- 0270-6474 (ISSN-L)
- 1529-2401
- PMC
- PMC6579313
- OpenAlex
- W2172253232
- Cited by
- 987
- References
- 50
- Citations by year
- 2026: 7 · 2025: 14 · 2024: 20 · 2023: 19 · 2022: 19 · 2021: 20 · 2020: 24 · 2019: 21 · 2018: 27 · 2017: 26 · 2016: 21 · 2015: 32 · 2014: 33 · 2013: 54 · 2012: 43
- FWCI
- 16.33
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Neuroscience (publishedVersion, cc-by-nc-sa)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- IUScholarWorks (Indiana University) (submittedVersion, cc-by-nc-sa)
- Funders
- U.S. Department of Veterans Affairs
- National Institute of Mental Health (MH-05 286, R01MH005286)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Face Recognition and Perception
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Social Sciences › Psychology › Developmental and Educational Psychology › Reading and Literacy Development
- Keywords
- face processing, texture processing, fusiform gyrus, extrastriate cortex, hemispheric lateralization, right hemisphere, collateral sulcus, middle temporal gyrus, ventral stream
- MeSH terms
- Adult, Brain Mapping, Face, Female, Humans, Magnetic Resonance Imaging, Male, Pattern Recognition, Visual, Photic Stimulation, Visual Cortex, Visual Pathways
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