High temporal resolution decoding of object position and category

Journal of Vision

Volumn 11, Issue 10, 2011, Pages 1-17

  Carlson, Thomas A ^a   Hogendoorn, Hinze ^b   Kanai, Ryota ^c   Mesik, Juraj ^a   Turret, Jeremy ^a  

^a UNIVERSITY OF MARYLAND   (United States)

^b UTRECHT UNIVERSITY   (Netherlands)

^c UNIVERSITY COLLEGE LONDON   (United Kingdom)

Author keywords

Decoding; Magnetoencephalography; Object recognition; Pattern classification; Topographic organization; Translation invariance

Indexed keywords

ADULT; ARTICLE; COMPARATIVE STUDY; FEMALE; HUMAN; MALE; METHODOLOGY; PATTERN RECOGNITION; PHOTOSTIMULATION; PHYSIOLOGY; VISUAL CORTEX; VISUAL FIELD;

ADULT; FEMALE; FORM PERCEPTION; HUMANS; MALE; PATTERN RECOGNITION, VISUAL; PHOTIC STIMULATION; VISUAL CORTEX; VISUAL FIELDS; YOUNG ADULT;

EID: 80054713580     PISSN: None     EISSN: 15347362     Source Type: Journal    
DOI: 10.1167/11.10.1     Document Type: Article

References (79)

1. Aine, C. J., Supek, S., & George, J. S. (1995). Temporal dynamics of visual-evoked neuromagnetic sources: Effects of stimulus parameters and selective attention. International Journal of Neuroscience, 80, 79-104.
2. Ales, J., Carney, T., & Klein, S. A. (2010). The folding fingerprint of visual cortex reveals the timing of human V1 and V2. Neuroimage, 49, 2494-2502.
3. Arcaro, M. J., McMains, S. A., Singer, B. D., & Kastner, S. (2009). Retinotopic organization of human ventral visual cortex. Journal of Neuroscience, 29, 10638-10652.
4. Brecelj, J., Kakigi, R., Koyama, S., & Hoshiyama, M. (1998). Visual evoked magnetic responses to central and peripheral stimulation: Simultaneous VEP recordings. Brain Topography, 10, 227-237.
5. Brewer, A. A., Liu, J., Wade, A. R., & Wandell, B. A. (2005). Visual field maps and stimulus selectivity in human ventral occipital cortex. Nature Neuroscience, 8, 1102-1109.
6. Bullier, J. (2001). Integrated model of visual processing. Brain Research. Brain Research Reviews, 36, 96-107.
7. Carlson, T., Hogendoorn, H., Fonteijn, H., & Verstraten, F. A. (2011). Spatial coding and invariance in objectselective cortex. Cortex, 47, 14-22.
8. Chait, M., Poeppel, D., de Cheveigne, A., & Simon, J. Z. (2007). Processing asymmetry of transitions between order and disorder in human auditory cortex. Journal of Neuroscience, 27, 5207-5214.
9. Cichy, R. M., Chen, Y., & Haynes, J. D. (2011). Encoding the identity and location of objects in human LOC. Neuroimage, 54, 2297-2307.
10. Cole, G. G., Kentridge, R. W., Gellatly, A. R., & Heywood, C. A. (2003). Detectability of onsets versus offsets in the change detection paradigm. Journal of Vision, 3(1):3, 22-31, http://www.journalofvision.org/ content/3/1/3, doi:10.1167/3.1.3.
11. de Cheveigne, A., & Simon, J. Z. (2007). Denoising based on time-shift PCA. Journal of Neuroscience, Methods, 165, 297-305.
12. DeYoe, E. A., Carman, G. J., Bandettini, P., Glickman, S., Wieser, J., Cox, R., et al. (1996). Mapping striate and extrastriate visual areas in human cerebral cortex. Proceedings of the National Academy of Sciences of the United States of America, 93, 2382-2386.
13. DiCarlo, J. J., & Cox, D. D. (2007). Untangling invariant object recognition. Trends in Cognitive Sciences, 11, 333-341.
14. DiCarlo, J. J., & Maunsell, J. H. (2003). Anterior inferotemporal neurons of monkeys engaged in object recognition can be highly sensitive to object retinal position. Journal of Neurophysiology, 89, 3264-3278.
15. Di Russo, F., Martinez, A., Sereno, M. I., Pitzalis, S., & Hillyard, S. A. (2002). Cortical sources of the early components of the visual evoked potential. Human Brain Mapping, 15, 95-111.
16. Downing, P. E., Jiang, Y., Shuman, M., & Kanwisher, N. A. (2001). Cortical area selective for visual processing of the human body. Science, 293, 2470-2473
17. Duda, R. O., Hart, P. E., & Stork, D. G. (2001). Pattern classification (654 pp.). New York: Wiley.
18. Engel, S. A., Glover, G. H., & Wandell, B. A. (1997). Retinotopic organization in human visual cortex and the spatial precision of functional MRI. Cerebral Cortex, 7, 181-192.
19. Epstein, R., & Kanwisher, N. (1998). A cortical representation of the local visual environment. Nature, 392, 598-601.
20. Freiwald, W. A., & Tsao, D. Y. (2010). Functional compartmentalization and viewpoint generalization within the macaque face-processing system. Science, 330, 845-851.
21. Fukushima, K. (1980). Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position. Biological Cybernetics, 36, 193-202.
22. Fylan, F., Holliday, I. E., Singh, K. D., Anderson, S. J., & Harding, G. F. (1997). Magnetoencephalographic investigation of human cortical area V1 using color stimuli. Neuroimage, 6, 47-57.
23. Garrido, M. I., Kilner, J. M., Kiebel, S. J., & Friston, K. J. (2007). Evoked brain responses are generated by feedback loops. Proceedings of the National Academy of Sciences of the United States of America, 104, 20961-20966.
24. Gellatly, A., & Cole, G. (2000). Accuracy of target detection in new-object and old-object displays. Journal of Experimental Psychology: Human Perception and Performance, 26, 889-899.
25. Gellatly, A., Cole, G., & Blurton, A. (1999). Do equiluminant object onsets capture visual attention? Journal of Experimental Psychology: Human Perception and Performance, 25, 1609-1624.
26. Grill-Spector, K., Kushnir, T., Edelman, S., Avidan, G., Itzchak, Y., & Malach, R. (1999). Differential processing of objects under various viewing conditions in the human lateral occipital complex. Neuron, 24, 187-203.
27. Hagler, D. J., Jr., Halgren, E., Martinez, A., Huang, M., Hillyard, S. A., & Dale, A. M. (2009). Source estimates for MEG/EEG visual evoked responses constrained by multiple, retinotopically-mapped stimulus locations. Human Brain Mapping, 30, 1290-1309.
28. Hagler, D. J., Jr., & Sereno, M. I. (2006). Spatial maps in frontal and prefrontal cortex. Neuroimage, 29, 567-577.
29. Hemond, C. C., Kanwisher, N. G., & Op de Beeck, H. P. (2007). A preference for contralateral stimuli in human object- and face-selective cortex. PLoS One, 2, e574.
30. Hochstein, S., & Ahissar, M. (2002). View from the top: Hierarchies and reverse hierarchies in the visual system. Neuron, 36, 791-804.
31. Honey, C., Kirchner, H., & VanRullen, R. (2008). Faces in the cloud: Fourier power spectrum biases ultrarapid face detection. Journal of Vision, 8(12):9, 1-13, http://www.journalofvision.org/content/8/12/9, doi:10.1167/8.12.9.
32. Hung, C. P., Kreiman, G., Poggio, T., & DiCarlo, J. J. (2005). Fast readout of object identity from macaque inferior temporal cortex. Science, 310, 863-866.
33. Im, C. H., Gururajan, A., Zhang, N., Chen, W., & He, B. (2007). Spatial resolution of EEG cortical source imaging revealed by localization of retinotopic organization in human primary visual cortex. Journal of Neuroscience Methods, 161, 142-154.
34. Jeffreys, D. A., & Axford, J. G. (1972). Source locations of pattern-specific components of human visual evoked potentials: I. Component of striate cortical origin. Experimental Brain Research, 16, 1-21.
35. Jonides, J. (1981). Voluntary versus automatic control over the mind's eye's movement. In J. B. Long & A. D. Baddeley (Eds.), Attention and performance (pp. 187-203). Hillsdale, NJ: Lawrence Erlbaum.
36. Jonides, J., & Yantis, S. (1988). Uniqueness of abrupt visual onset in capturing attention. Perception & Psychophysics, 43, 346-354.
37. Kanwisher, N., McDermott, J., & Chun, M. M. (1997). The fusiform face area: A module in human extrastriate cortex specialized for face perception. Journal of Neuroscience, 17, 4302-4311.
38. Kastner, S., DeSimone, K., Konen, C. S., Szczepanski, S. M., Weiner, K. S., & Schneider, K. A. (2007). Topographic maps in human frontal cortex revealed in memoryguided saccade and spatial working-memory tasks. Journal of Neurophysiology, 97, 3494-3507.
39. Kouijzer, W. J. J., Stok, C. J., Reits, D., Dunajski, Z., Da Silva, F. H., & Peters, M. J. (1985). Neuromagnetic fields evoked by a patterned on-offset stimulus. IEEE Transactions on Biomedical Engineering, 32, 455-458.
40. Kravitz, D. J., Kriegeskorte, N., & Baker, C. I. (2010). High-level visual object representations are constrained by position. Cerebral Cortex, 20, 2916-2925.
41. Kravitz, D. J., Vinson, L. D., & Baker, C. I. (2008). How position dependent is visual object recognition? Trends in Cognitive Sciences, 13, 114-122.
42. Kriegeskorte, N. (2011). Pattern-information analysis: From stimulus decoding to computational-model testing. Neuroimage, 56, 411-421.
43. Liu, H., Agam, Y., Madsen, J. R., & Kreiman, G. (2009). Timing, timing, timing: fast decoding of object information from intracranial field potentials in human visual cortex. Neuron, 62, 281-290.
44. Liu, L., & Ioannides, A. A. (2006). Spatiotemporal dynamics and connectivity pattern differences between centrally and peripherally presented faces. Neuroimage, 31, 1726-1740.
45. Liu, L., & Ioannides, A. A. (2010). Emotion separation is completed early and it depends on visual field presentation. PLoS One, 5, e9790.
46. MacEvoy, S. P., & Epstein, R. A. (2007). Position selectivity in scene- and object-responsive occipitotemporal regions. Journal of Neurophysiology, 98, 2089-2098.
47. Malach, R., Reppas, J. B., Benson, R. R., Kwong, K. K., Jiang, H., Kennedy, W. A., et al. (1995). Objectrelated activity revealed by functional magnetic resonance imaging in human occipital cortex. Proceedings of the National Academy of Sciences of the United States of America, 92, 8135-8139.
48. Mondy, S., & Coltheart, V. (2000). Detection and identification of change in naturalistic scenes. Visual Cognition, 7, 281-296.
49. Nakamura, A., Kakigi, R., Hoshiyama, M., Koyama, S., Kitamura, Y., & Shimojo, M. (1997). Visual evoked cortical magnetic fields to pattern reversal stimulation. Cognitive Brain Research, 6, 9-22.
50. Niemeier, M., Goltz, H. C., Kuchinad, A., Tweed, D. B., & Vilis, T. A. (2005). Contralateral preference in the lateral occipital area: Sensory and attentional mechanisms. Cerebral Cortex, 15, 325-331.
51. Norman, K. A., Polyn, S. M., Detre, G. J., & Haxby, J. V. (2006). Beyond mind-reading: Multi-voxel pattern analysis of fMRI data. Trends in Cognitive Sciences, 10, 424-430.
52. Op De Beeck, H., & Vogels, R. (2000). Spatial sensitivity of macaque inferior temporal neurons. Journal of Comparative Neurology, 426, 505-518.
53. Parker, D. M., Salzen, E. A., & Lishman, J. R. (1982). Visual-evoked responses elicited by the onset and offset of sinusoidal gratings: Latency, waveform, and topographic characteristics. Investigative Ophthalmology & Visual Science, 22, 675-680.
54. Phillips, W. A., & Singer, W. (1974). Function and interaction of on and off transients in vision: I. Psychophysics. Experimental Brain Research, 19, 493-506.
55. Poghosyan, V., & Ioannides, A. A. (2007). Precise mapping of early visual responses in space and time. Neuroimage, 35, 759-770.
56. Polyn, S. M., Natu, V. S., Cohen, J. D., & Norman, K. A. (2005). Category-specific cortical activity precedes retrieval during memory search. Science, 310, 1963-1966.
57. Portilla, J., & Simoncelli, E. P. (2000). A parametric texture model based on joint statistics of complex wavelet coefficients. International Journal of Computer Vision, 40, 49-71.
58. Portin, K., Vanni, S., Virsu, V., & Hari, R. (1999). Stronger occipital cortical activation to lower than upper visual field stimuli. Neuromagnetic recordings. Experimental Brain Research, 124, 287-294.
59. Riesenhuber, M., & Poggio, T. (1999). Hierarchical models of object recognition in cortex. Nature Neuroscience, 2, 1019-1025.
60. Robbe, G. L. T., & Op de Beeck, H. P. (2009). Neural representations that support invariant object recognition. Frontiers in Computational Neuroscience, 3, 1-16.
61. Rolls, E. T. (1991). Neural organization of higher visual functions. Current Opinion in Neurobiology, 1, 274-278.
62. Rust, N. C., & Dicarlo, J. J. (2010). Selectivity and tolerance (" invariance" ) both increase as visual information propagates from cortical area V4 to IT. Journal of Neuroscience, 30, 12978-12995.
63. Sayres, R., & Grill-Spector, K. (2008). Relating retinotopic and object-selective responses in human lateral occipital cortex. Journal of Neurophysiology, 100, 249-267.
64. Schira, M. M., Tyler, C. W., Spehar, B., & Breakspear, M. (2010). Modeling magnification and anisotropy in the primate foveal confluence. PLoS Computational Biology, 6, e1000651.
65. Schwartz, E. L. (1977). Spatial mapping in the primate sensory projection: Analytic structure and relevance to perception. Biological Cybernetics, 21, 181-194.
66. Schwarzlose, R. F., Swisher, J. D., Dang, S., & Kanwisher, N. (2008). The distribution of category and location information across object-selective regions in human visual cortex. Proceedings of the National Academy of Sciences of the United States of America, 105, 4447-4452.
67. Sereno, M. I., Dale, A. M., Reppas, J. B., Kwong, K. K., Belliveau, J. W., Brady, T. J., et al. (1995). Borders of multiple visual areas in humans revealed by functional magnetic resonance imaging. Science, 268, 889-893.
68. Sereno, M. I., Pitzalis, S., & Martinez, A. (2001). Mapping of contralateral space in retinotopic coordinates by a parietal cortical area in humans. Science, 294, 1350-1354.
69. Serre, T., Oliva, A., & Poggio, T. (2007). A feedforward architecture accounts for rapid categorization. Proceedings of the National Academy of Sciences of the United States of America, 104, 6424-6429.
70. Silver, M. A., & Kastner, S. (2009). Topographic maps in human frontal and parietal cortex. Trends in Cognitive Sciences, 13, 488-495.
71. Sperling, G. (1960). The information available in brief visual presentations. Psychological Monographs, 74, 1-29.
72. Stokes, M., Thompson, R., Cusack, R., & Duncan, J. (2009). Top-down activation of shape-specific population codes in visual cortex during mental imagery. Journal of Neuroscience, 29, 1565-1572.
73. Supek, S., Aine, C. J., Ranken, D., Best, E., Flynn, E. R., & Wood, C. C. (1999). Single vs. paired visual stimulation: Superposition of early neuromagnetic responses and retinotopy in extrastriate cortex in humans. Brain Research, 830, 43-55.
74. Theeuwes, J. (1991). Exogenous and endogenous control of attention: The effect of visual onsets and offsets. Perception & Psychophysics, 49, 83-90.
75. Thorpe, S., Fize, D., & Marlot, C. (1996). Speed of processing in the human visual system. Nature, 381, 520-522.
76. Ungerleider, L. G., & Mishkin, M. (1982). Two visual pathways (pp. 549-586). Cambridge, MA: MIT Press.
77. VanRullen, R., & Thorpe, S. J. (2002). Surfing a spike wave down the ventral stream. Vision Research, 42, 2593-2615.
78. Wandell, B. A., Dumoulin, S. O., & Brewer, A. A. (2007). Visual field maps in human cortex. Neuron, 56, 366-383.
79. Williams, M. A., Baker, C. I., Op de Beeck, H. P., Shim, W. M., Dang, S., Triantafyllou, C., et al. (2008). Feedback of visual object information to foveal retinotopic cortex. Nature Neuroscience, 11, 1439-1445.