Dynamics of visual feature analysis and object-level processing in face versus letter-string perception
Abstract
Neurones in the human inferior occipitotemporal cortex respond to specific categories of images, such as numbers, letters and faces, within 150-200 ms. Here we identify the locus in time when stimulus-specific analysis emerges by comparing the dynamics of face and letter-string perception in the same 10 individuals. An ideal paradigm was provided by our previous study on letter-strings, in which noise-masking of stimuli revealed putative visual feature processing at 100 ms around the occipital midline followed by letter-string-specific activation at 150 ms in the left inferior occipitotemporal cortex. In the present study, noise-masking of cartoon-like faces revealed that the response at 100 ms increased linearly with the visual complexity of the images, a result that was similar for faces and letter-strings. By 150 ms, faces and letter-strings had entered their own stimulus-specific processing routes in the inferior occipitotemporal cortex, with identical timing and large spatial overlap. However, letter-string analysis lateralized to the left hemisphere, whereas face processing occurred more bilaterally or with right-hemisphere preponderance. The inferior occipitotemporal activations at approximately 150 ms, which take place after the visual feature analysis at approximately 100 ms, are likely to represent a general object-level analysis stage that acts as a rapid gateway to higher cognitive processing.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
MEG and intracranial electrical recordings provide increasingly specific localization information that is consistent with the fMRI findings for the VWFA.
“Similar results have also been found with magneto-encephalography (MEG) [14,15] and intracranial electrical recordings [16] that provide increasingly specific localization information that is consistent with the fMRI findings for the VWFA.”
From The visual word form area: expertise for reading in the fusiform gyrus (2003) · cites this paper as [15]
Cites
Co-Planar Stereotaxic Atlas of the Human Brain
Talairach, J., & Tournoux, P. (1988) · Medical Entomology and Zoology · Cited by 11,798 · see citing works
The fusiform face area: a module in human extrastriate cortex specialized for face perception
Kanwisher, N., McDermott, J., & Chun, M. M. (1997) · The Journal of Neuroscience · doi:10.1523/jneurosci.17-11-04302.1997 · Cited by 7,738 · see citing works
Hämäläinen, M., Hari, R., Ilmoniemi, R. J., Knuutila, J., & Lounasmaa, O. V. (1993) · Reviews of Modern Physics · doi:10.1103/revmodphys.65.413 · Cited by 4,684 · see citing works
Electrophysiological Studies of Face Perception in Humans
Shlomo Bentin, A., Allison, T., Puce, A., Perez, E., & McCarthy, G. (1996) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1996.8.6.551 · Cited by 3,081 · see citing works
Object-related activity revealed by functional magnetic resonance imaging in human occipital cortex.
Malach, R., Reppas, J. B., Benson, R. R., Kwong, K. K., Jiang, H., Kennedy, W. A., Ledden, P. J., Brady, T. J., Rosen, B. R., & Tootell, R. B. H. (1995) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.92.18.8135 · Cited by 1,761 · see citing works
Functional neuroanatomy of face and object processing. A positron emission tomography study.
Sergent, J., Ohta, S., & Macdonald, B. (1992) · Brain : a journal of neurology · doi:10.1093/brain/115.1.15 · Cited by 1,576 · see citing works
Expertise for cars and birds recruits brain areas involved in face recognition
Gauthier, I., Skudlarski, P., Gore, J. C., & Anderson, A. W. (2000) · Nature Neuroscience · doi:10.1038/72140 · Cited by 1,418 · cited 1× · see citing works
“…et al. (1994), who identi®ed responses speci®c to Arabic numbers in areas close to those responding speci®cally to faces and letter-strings, and by Gauthier et al. (1999, 2000), who showed that the facespeci®c fusiform area can be activated (in a manner similar to activation by faces) also by…”
BackgroundActivation of the middle fusiform 'face area' increases with expertise in recognizing novel objects
Gauthier, L., Tarr, M. J., Anderson, A. W., Skudlarski, P., & Gore, J. C. (1999) · Nature Neuroscience · doi:10.1038/9224 · Cited by 1,195 · see citing works
Face-specific processing in the human fusiform gyrus
McCarthy, G., Puce, A., Gore, J. C., & Allison, T. (1997) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1997.9.5.605 · Cited by 1,127 · see citing works
Haxby, J., Horwitz, B., Ungerleider, L. G., Maisog, J. M., Pietrini, P., & Grady, C. (1994) · Journal of Neuroscience · doi:10.1523/jneurosci.14-11-06336.1994 · Cited by 1,065 · see citing works
Automated Image Registration: II. Intersubject Validation of Linear and Nonlinear Models
Woods, R. P., Grafton, S. T., Watson, J. D. G., Sicotte, N. L., & Mazziotta, J. C. (1998) · Journal of Computer Assisted Tomography · doi:10.1097/00004728-199801000-00028 · Cited by 993 · see citing works
Puce, A., Allison, T., Asgari, M., Gore, J. C., & McCarthy, G. (1996) · The Journal of Neuroscience · doi:10.1523/jneurosci.16-16-05205.1996 · Cited by 987 · cited 6× · see citing works
“Occipitotemporal face-speci®c activation can be seen bilaterally, but generally with at least slight right-hemisphere (RH) dominance (e.g. Sergent et al., 1992; Haxby et al., 1994; Bentin et al., 1996; Puce et al., 1996; Kanwisher et al., 1997; Sams et al., 1997; GornoTempini et al., 1998; Swithenby et al., 1998; Halg…”
BackgroundInfluentialAllison, T. (1999) · Cerebral Cortex · doi:10.1093/cercor/9.5.415 · Cited by 882 · see citing works
Word recognition in the human inferior temporal lobe
Nobre, A. C., Allison, T., & McCarthy, G. (1994) · Nature · doi:10.1038/372260a0 · Cited by 789 · see citing works
Face Agnosia And The Neural Substrates Of Memory
Damasio, A. R., Tranel, D., & Damasio, H. (1990) · Annual Review of Neuroscience · doi:10.1146/annurev.ne.13.030190.000513 · Cited by 532 · see citing works
Human extrastriate visual cortex and the perception of faces words numbers and colors
Allison, T., McCarthy, G., Nobre, A., Puce, A., & Belger, A. (1994) · Cerebral Cortex · doi:10.1093/cercor/4.5.544 · Cited by 517 · see citing works
Cognitive Response Profile of the Human Fusiform Face Area as Determined by MEG
Halgren, E. (2000) · Cerebral Cortex · doi:10.1093/cercor/10.1.69 · Cited by 490 · see citing works
Dynamics of letter string perception in the human occipitotemporal cortex
Tarkiainen, A., Helenius, P., Hansen, P. C., Cornelissen, P. L., & Salmelin, R. (1999) · Brain · doi:10.1093/brain/122.11.2119 · Cited by 489 · see citing works
Self-citationThe neural systems sustaining face and proper-name processing
Tempini, M. L. G. (1998) · Brain · doi:10.1093/brain/121.11.2103 · Cited by 465 · see citing works
McCarthy, G. (1999) · Cerebral Cortex · doi:10.1093/cercor/9.5.431 · Cited by 460 · see citing works
Covert Visual Attention Modulates Face-Specific Activity in the Human Fusiform Gyrus: fMRI Study
Wojciulik, E., Kanwisher, N., & Driver, J. (1998) · Journal of Neurophysiology · doi:10.1152/jn.1998.79.3.1574 · Cited by 451 · see citing works
Puce, A. (1999) · Cerebral Cortex · doi:10.1093/cercor/9.5.445 · Cited by 422 · see citing works
Impaired visual word processing in dyslexia revealed with magnetoencephalography
Salmelin, R. H., Kiesilä, P., Uutela, K., Service, E., & Salonen, O. L. M. (1996) · Annals of Neurology · doi:10.1002/ana.410400206 · Cited by 371 · see citing works
Self-citationRenzi, E. D., Perani, D., Carlesimo, G. A., Silveri, M. C., & Fazio, F. (1994) · Neuropsychologia · doi:10.1016/0028-3932(94)90041-8 · Cited by 333 · see citing works
Does the face-specific N170 component reflect the activity of a specialized eye processor?
Martin Eimer, A. (1998) · Neuroreport · doi:10.1097/00001756-199809140-00005 · Cited by 244 · see citing works
Clark, V. P., Keil, K., Maisog, J. M., Courtney, S. M., Ungerleider, L. G., & Haxby, J. V. (1996) · NeuroImage · doi:10.1006/nimg.1996.0025 · Cited by 234 · see citing works
Face-specific responses from the human inferior occipito-temporal cortex
Sams, M. E., Hietanen, J. K., Hari, R., Ilmoniemi, R. J., & Lounasmaa, O. V. (1997) · Neuroscience · doi:10.1016/s0306-4522(96)00419-8 · Cited by 147 · see citing works
Seeing faces activates three separate areas outside the occipital visual cortex in man
Lu, S. T., Hämäläinen, M., Hari, R., et al. (1991) · Neuroscience · doi:10.1016/0306-4522(91)90293-w · Cited by 119 · see citing works
A new approach to fast elastic alignment with applications to human brains
Schormann, T., Henn, S., & Zilles, K. (1996) · Lecture notes in computer science · doi:10.1007/bfb0046971 · Cited by 115 · see citing works
Neural processing of words in the human extrastriate visual cortex
Kuriki, S., Takeuchi, F., & Hirata, Y. (1998) · Cognitive Brain Research · doi:10.1016/s0926-6410(97)00030-x · Cited by 73 · see citing works
Visualization in Biomedical Computing
(1996) · Lecture notes in computer science · doi:10.1007/bfb0046929 · Cited by 69 · see citing works
Neural processing of human faces: a magnetoencephalographic study
Swithenby, S., Bailey, A. J., Bräutigam, S., Josephs, O., Jousmäki, V., & Tesche, C. D. (1998) · Experimental Brain Research · doi:10.1007/s002210050306 · Cited by 65 · see citing works
Puce, A., Allison, T., Asgari, M. M., Gore, J. C., & McCarthy, G. (1996) · NeuroImage · doi:10.1016/s1053-8119(96)80364-8 · Cited by 35 · see citing works
The neural systems sustaining face and proper-name processing (vol 121, pg 2103, 1998)
Gorno-Tempini, M., Price, C., Josephs, O., et al. (1998) · UCL Discovery (University College London) · Cited by 13 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
The visual word form area: expertise for reading in the fusiform gyrus
McCandliss, B. D., Cohen, L., & Dehaene, S. (2003) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(03)00134-7 · Cited by 1,489 · see citing works
Specialization within the ventral stream: the case for the visual word form area
Cohen, L., & Dehaene, S. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2003.12.049 · Cited by 776 · see citing works
The development of reading impairment: A cognitive neuroscience model
McCandliss, B. D., & Noble, K. G. (2003) · Mental Retardation and Developmental Disabilities Research Reviews · doi:10.1002/mrdd.10080 · Cited by 265 · see citing works
A specific and rapid neural signature for parental instinct
Kringelbach, M. L., Lehtonen, A., Squire, S., Harvey, A. G., Craske, M. G., Holliday, I. E., Green, A. L., Aziz, T. Z., Hansen, P. C., Cornelissen, P. L., et al. (2008) · PLoS ONE · doi:10.1371/journal.pone.0001664 · Cited by 262 · see citing works
Letter‐position encoding and dyslexia
Whitney, C., & Cornelissen, P. (2005) · Journal of Research in Reading · doi:10.1111/j.1467-9817.2005.00270.x · Cited by 119 · see citing works
Self-citationDeeny, S. P., Poeppel, D., Zimmerman, J. B., Roth, S. M., Brandauer, J., Witkowski, S., Hearn, J. W., Ludlow, A. T., Contreras-Vidal, J. L., Brandt, J., et al. (2008) · Biological Psychology · doi:10.1016/j.biopsycho.2008.02.007 · Cited by 107 · see citing works
- Authors
- Tarkiainen, A., Cornelissen, P. L., & Salmelin, R.
- Affiliations
- Newcastle University (GB)
- Corresponding author
- Tarkiainen, A.
- Venue
- Brain
- Publisher
- Oxford University Press (OUP)
- Published
- 2002-05
- Volume
- 125
- Issue
- 5
- Pages
- 1125-1136
- ISSN
- 0006-8950 (ISSN-L)
- 1460-2156
- OpenAlex
- W2169247405
- Cited by
- 207
- References
- 34
- Citations by year
- 2025: 3 · 2024: 4 · 2023: 5 · 2022: 3 · 2021: 1 · 2019: 5 · 2018: 5 · 2017: 3 · 2016: 8 · 2015: 8 · 2014: 12 · 2013: 13 · 2012: 13
- FWCI
- 6.18
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Brain (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Wellcome Trust
- European Commission
- Academy of Finland
- 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 perception, hemispheric lateralization, visual complexity, noise masking, face-selective neurons
- MeSH terms
- Acoustic Stimulation, Adult, Analysis of Variance, Face, Female, Humans, Male, Occipital Lobe, Pattern Recognition, Visual, Photic Stimulation, Reading, Temporal Lobe, Visual Perception
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review