Early development of visual recognition

BioSystems

Volumn 86, Issue 1-3, 2006, Pages 63-74

  Plebe, Alessio ^a   Domenella, Rosaria Grazia ^a  

^a UNIVERSITY OF MESSINA   (Italy)

Author keywords

Object recognition; Self organizing maps; Visual cortex

Indexed keywords

COMPUTER SIMULATION; MODEL; PLASTICITY; SELF ORGANIZATION; VISION; VISUAL CUE;

ALGORITHM; ARTICLE; BEHAVIOR; GENETICS; HUMAN; MATHEMATICAL COMPUTING; MATHEMATICAL MODEL; NEUROSCIENCE; VISION; VISUAL CORTEX; VISUAL MEMORY;

EID: 33749075957     PISSN: 03032647     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.biosystems.2006.02.018     Document Type: Article

References (95)

1. Artola A., and Singer W. Long term potentiation and NMDA receptors in rat visual cortex. Nature 330 (1987) 649-652
2. Bednar J., and Miikkulainen R. Tilt aftereffects in a self-organizing model of the primary visual cortex. Neural Comput. 12 (2000) 1721-1740
3. Bednar, J.A., 2002. Learning to see: genetic and environmental influences on visual development. PhD thesis. University of Texas at Austin. Tech Report AI-TR-02-294.
4. Bednar J.A., Paula J.B.D., and Miikkulainen R. Self-organization of color opponent receptive fields and laterally connected orientation maps. Neurocomputing 65-66 (2005) 69-76
5. Blasdel G.G. Orientation selectivity, preference, and continuity in monkey striate cortex. J. Neurosci. 12 (1992) 3139-3161
6. Brewer A.A., Liu J., Wade A.R., and Wandell B.A. Visual field maps and stimulus selectivity in human ventral occipital cortex. Nat. Neurosci. 8 (2005) 1102-1109
7. Bülthoff H.H., Edelman S., and Tarr M.J. How are three-dimensional objects represented in the brain?. Cerebral Cortex 5 (1995) 247-260
8. Choe Y., and Miikkulainen R. Contour integration and segmentation with self-organized lateral connections. Biol. Cybernet. 90 (2004) 75-88
9. Chomsky N. Aspects of the Theory of Syntax (1965), MIT Press, Cambridge, MA
10. Damasio A., Yamada T., Damasio H., Corbett J., and McKee J. Central achromatopsia: behavioral, anatomic, and physiologic aspects. Neurology 30 (1980) 1064-1071
11. Dannemiller J.L. A test of color constancy in 9- and 20-weeks-old human infants following simulated illuminant changes. Dev. Psychol. 25 (1989) 171-184
12. Deco G., and Rolls E. A neurodynamical cortical model of visual attention and invariant object recognition. Vis. Res. 44 (2004) 621-642
13. Domenella R.G., and Plebe A. A neural model of human object recognition development. In: Gregorio M.D., Maio V.D., Frucci M., and Musio C. (Eds). BVAI-1st International Symposium on Brain, Vision and Artificial Intelligence, Napoli (IT) (2005), Springer-Verlag, Berlin 116-125
14. Doniger G.M., Foxe J.J., Schroeder C.E., Murray M.M., Higgins B.A., and Javitt D.C. Visual perceptual learning in human object recognition areas: a repetition priming study using high-density electrical mapping. NeuroImage 13 (2001) 305-313
15. Dowling J.E. The Retina: An Approachable Part of the Brain (1987), Cambridge University Press, Cambridge, UK
16. Edelman S. Representation and Recognition in Vision (1999), MIT Press, Cambridge, MA
17. Edelman S., and Bülthoff H.H. Orientation dependence in the recognition of familiar and novel views of 3d objects. Vis. Res. 32 (1992) 2385-2400
18. Edelman S., and Wienshall D. Computational approaches to shape constancy. In: Walsh V., and Kulikowski J. (Eds). Perceptual Constancy: Why Things Look as They Do (1998), Cambridge University Press, Cambridge, UK
19. Ferber S., Humphrey G.K., and Vilis T. Segregation and persistence of form in the lateral occipital complex. Neuropsychologia 43 (2005) 41-45
20. Fodor J. The Language of Thought (1975), Harvard University Press, Cambridge, MA
21. Gandhi S.P., Cang J., and Stryker M.P. An eye-opening experience. Nat. Neurosci. 8 (2005) 9-10
22. Grill-Spector K. The functional organization of the ventral visual pathway and its relationship to object recognition. In: Kanwisher N., and Duncan J. (Eds). Attention and Performance XX. Functional Brain Imaging of Visual Cognition (2003), Oxford University Press, Oxford, UK
23. Grill-Spector K., Kourtzi Z., and Kanwisher N. The lateral occipital complex and its role in object recognition. Vis. Res. 41 (2001) 1409-1422
24. Grill-Spector K., Kushnir T., Edelman S., Avidan-Carmel G., Itzchak Y., and Malach R. Differential processing of objects under various viewing conditions in the human lateral occipital complex. Neuron 24 (1999) 187-203
25. Grill-Spector K., and Malach R. The human visual cortex. Annu. Rev. Neurosci. 27 (2004) 649-677
26. Harris W.A. The effects of eliminating impulse activity on the development of the retinotectal projection in salamanders. J. Comp. Neurol. 194 (1980) 303-317
27. Hayward W.G., and Tarr M.J. Testing conditions for viewpoint invariance in object recognition. Hum. Percept. Perform. 23 (1997) 1511-1521
28. Hubel D., and Wiesel T. Receptive fields, binocular interaction, and functional architecture in the cat's visual cortex. J. Physiol. 160 (1962) 106-154
29. Hubel D., and Wiesel T. Ordered arrangement of orientation columns in monkeys lacking visual experience. J. Comp. Neurol. 158 (1974) 307-318
30. Johnson M.H., and Morton J. Biology and Cognitive Development: The Case of Face Recognition (1991), Basil Blackwell, Oxford, UK
31. Kanwisher N. The ventral visual object pathway in humans: evidence from fMRI. In: Chalupa L., and Werner J. (Eds). The Visual Neurosciences (2003), MIT Press, Cambridge, MA
32. Kanwisher N., McDermott J., and Chun M. The fusiform face area: a module in human extrastriate cortex specialized for face perception. J. Neurosci. 17 (1997) 4302-4311
33. In: Karten H. (Ed). Evolutionary Developmental Biology of the Cerebral Cortex (2000), John Wiley, New York
34. Katz L.C., and Callaway E.M. Development of local circuits in mammalian visual cortex. Science 255 (1992) 209-212
35. Katz L.C., and Shatz C.J. Synaptic activity and the construction of cortical circuits. Science 274 (1996) 1133-1138
36. Kirkwood A., and Bear M.F. Hebbian synapses in visual cortex. J. Neurosci. 14 (1994) 1634-1645
37. Kohonen T. Self-Organizing Maps. (1995), Springer-Verlag, Berlin
38. Kourtzi Z., Erb M., Grodd W., and Bülthoff H.H. Representation of the perceived 3-d object shape in the human lateral occipital complex. Cerebral Cortex 13 (2003) 911-920
39. Kourtzi Z., and Kanwisher N. Cortical regions involved in perceiving object shape. J. Neurosci. 20 (2000) 3310-3318
40. Landisman C.E., and Ts'o D.Y. Color processing in macaque striate cortex: relationships to ocular dominance, cytochrome oxidase, and orientation. J. Neurophysiol. 87 (2002) 3126-3137
41. Levy I., Hasson U., Avidan G., Hendler T., and Malach R. Center-periphery organization of human object areas. Nat. Neurosci. 4 (2001) 533-539
42. Löwel S., and Singer W. Experience-dependent plasticity of intracortical connections. In: Fahle M., and Poggio T. (Eds). Perceptual Learning (2002), MIT Press, Cambridge, MA
43. Lu W., and Constantine-Paton M. Eye opening rapidly induces synaptic potentiation and refinement. Neuron 43 (2004) 237-249
44. Maffei A., Nelson S.B., and Turrigiano G.G. Selective reconfiguration of layer 4 visual cortical circuitry by visual deprivation. Neural Net. 7 (2004) 1353-1359
45. 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., and Tootell R.B. Object-related activity revealed by functional magnetic resonance imaging in human occipital cortex. Proc. Nat. Acad. Sci. U.S.A. 92 (1995) 8135-8139
46. Marcus G.F. The Birth of the Mind: How a Tiny Number of Genes Creates the Complexity of the Human Mind (2004), Basil Blackwell, Oxford, UK
47. Marr D. Vision: A Computational Investigation into the Human Representation and Processing of Visual Information (1982), W.H. Freeman, San Francisco, CA
48. Mastronarde D.N. Correlated firing of retinal ganglion cells. I. Spontaneously active inputs in X- and Y-cells. J. Neurosci. 14 (1983) 409-441
49. Meister M., Wong R., Daylor D., and Shatz C. Synchronous bursts of action potentials in ganglion cells of the developing mammalian retina. Science 252 (1991) 939-943
50. Miikkulainen R., Bednar J., Choe Y., and Sirosh J. Self-organization, plasticity and low-level visual phenomena in a laterally connected map model of the primary visual cortex. In: Goldstone R.L., Schyns P.G., and Medin D.L. (Eds). Psychology of Learning and Motivation vol. 36 (1997), Academic Press, New York 257-308
51. Murase H., and Nayar S. Visual learning and recognition of 3-d object by appearance. Int. J. Comput. Vis. 14 (1995) 5-24
52. Murray S.O., Schrater P., and Kersten D. Perceptual grouping and the interactions between visual cortical areas. Neural Net. 17 (2004) 695-705
53. Pinker S. The Language Instinct. How the Mind Creates Language (1994), William Morrow, New York
54. Pizlo A., Rosenfeld A., and Weiss I. Visual space: mathematics, engineering, and science. Comput. Vis. Graph. Img. Process Img. Understanding 55 (1997) 450-454
55. Plaut D.C., and Farah M.J. Visual object representation: interpreting neurophysiological data within a computational framwork. J. Cogn. Neurosci. 2 (1990) 320-343
56. Plebe A., and Domenella R.G. The emergence of visual object recognition. In: Duch W., Kacprzyk J., Oja E., and Zadrony S. (Eds). Artificial Neural Networks. ICANN 2005 15th International Conference (2005), Springer-Verlag, Berlin 507-512
57. Quartz S.R. Innateness and the brain. Biol. Philos. 18 (2003) 13-40
58. Quartz S.R., and Sejnowski T.J. The neural basis of cognitive development: a constructivist manifesto. Behav. Brain Sci. 20 (1997) 537-596
59. Ramus F. Should neuroconstructivism guide developmental research?. Trends Cogn. Sci. 8 (2004) 100-101
60. Riesenhuber M., and Poggio T. Models of object recognition. Nat. Neurosci. 3 (2000) 1199-1204
61. Riesenhuber M., and Poggio T. Neural mechanisms of object recognition. Curr. Opin. Neurobiol. 12 (2002) 162-168
62. Rubin J.M., and Richards W.A. Color vision: representing material categories. In: Richards W.A. (Ed). Neural Computation (1982), MIT Press, Cambridge, MA
63. Ruthazer E.S., and Stryker M.P. The role of activity in the development of long-range horizontal connections in area 17 of the ferret. J. Neurosci. 16 (1996) 7253-7269
64. Sengpiel F., and Kind P.C. The role of activity in development of the visual system. Curr. Biol. 12 (2002) 818-826
65. Shatz C., and Stryker M. Prenatal tetrodotoxin infusion blocks segregation of retinogeniculate afferents. Science 242 (1988) 87-89
66. In: Simion F., and Butterworth G. (Eds). The Development of Sensory, Motor and Cognitive Capacities in Early Infancy: From Perception to Cognition (1998), Psychology Press, East Sussex, UK
67. Sirosh J., and Miikkulainen R. Topographic receptive fields and patterned lateral interaction in a self-organizing model of the primary visual cortex. Neural Comput. 9 (1997) 577-594
68. Slater A., Morison V., and Somers M. Orientation discrimination and cortical function in the human newborn. Perception 17 (1988) 597-602
69. Sperry R. Chemoaffinity in the orderly growth of nerve fiber patterns and connections. Proc. Nat. Acad. Sci. U.S.A. 50 (1963) 703-710
70. Tanaka K. Columns for complex visual object features in the inferotemporal cortex: clustering of cells with similar but slightly different stimulus selectivities. Cerebral Cortex 13 (2003) 90-99
71. Tanaka K., Saito H., Fukada Y., and Moriya M. Coding visual images of objects in the inferotemporal cortex of the macaque monkey. J. Neurophysiol. 66 (1991) 170-189
72. Tarr M.J. Rotating objects to recognize them: a case study on the role of viewpoint dependency in the recognition of threee dimensional objects. Psychon. Bull. Rev. 2 (1995) 55-82
73. Taylor, N., Hartley, M., Taylor, J., 2005. Coding of objects in low-level visual cortical areas. In: Duch, W., Kacprzyk, J., Oja, E., Zadrony, S., (Eds.), Artificial Neural Networks. ICANN 2005. 15th International Conference Proceedings. Springer-Verlag, Berlin, 57-63.
74. Thompson I. Cortical development: a role for spontaneous activity?. Curr. Biol. 7 (1997) 324-326
75. Thompson I., and Holt C. Effects of intraocular tetrodotoxin on the development of the retinocollicular pathway in the syrian hamster. J. Comp. Neurol. 282 (1985) 371-388
76. Tootell R.B., and Hadjikhani N. Where is 'dorsal v4' in human visual cortex? retinotopic, topographic and functional evidence. Cerebral Cortex 1 (2001) 39-55
77. Tootell R.B., Switkes E., Silverman M.S., and Hamilton S.L. Functional anatomy of the macaque striate cortex. III. Color. J. Neurosci. 8 (1988) 1531-1568
78. Tootell R.B., Tsao D., and Vanduffel W. Neuroimaging weighs in: humans meet macaques in "primate" visual cortex. J. Neurosci. 23 (2003) 3981-3989
79. Turrigiano, G.G., Leslie, K.R., j.S. Desai, N., Rutherford, L.C., Nelson, S.B., 1998. Activity-dependent scaling of quantal amplitude in neocortical neurons. Nature 391, 892- 896.
80. Turrigiano G.G., and Nelson S.B. Homeostatic plasticity in the developing nervous system. Nat. Rev. Neurosci. 391 (2004) 892-896
81. Ullman S., and Bart E. Recognition invariance obtained by extended and invariant features. Neural Networks 17 (2004) 833-848
82. Valois R.L.D., and Jacobs G.H. Primate color vision. Science 162 (1968) 533-540
83. Valois R.L.D., and Valois K.K.D. Learning and development in neural networks: the importance of starting small. Cognition 48 (1993) 71-99
84. Van Essen D.C., Lewis J.W., Drury H.A., Hadjikhani N., Tootell R.B., Bakircioglu M., and Miller M.I. Mapping visual cortex in monkeys and humans using surface-based atlases. Vis. Res. 41 (2001) 1359-1378
85. Vanduffel W., Tootell R.B., Schoups A.A., and Orban G.A. The organization of orientation selectivity throughout the macaque visual cortex. Cerebral Cortex 12 (2002) 647-662
86. In: Verriest G. (Ed). Color Vision Deficiencies (1980), Hilger, Bristol
87. Vico, G. 1725. Scienza nuova. Napoli (IT), The First New Science, Cambridge University Press, 2002 (english translation by Leon Pompa).
88. von der Malsburg C. Self-organization of orientation sensitive cells in the striate cortex. Kibernetic 14 (1973) 85-100
89. von Glasersfel E. The construction of Knowledge: Contributions to Conceptual Semantics (1987), Intersystems Publications, Seaside, CA
90. von Uexküll J. Umwelt und Innenwelt der Tiere (1921), Springer-Verlag, Berlin
91. Vuilleumier P., Henson R.N., Driver J., and Dolan R.J. Multiple levels of visual object constancy revealed by event-related fmri of repetition priming. Nat. Neurosci. 5 (2002) 491-499
92. Walsh V., Kulikowski S.R., Butler S.R., and Carden D. The effects of lesions of area v4 on the visual abilities of macaques: color categorization. Behav. Brain Sci. 52 (1992) 82-89
93. Wandell B.A., Brewer A.A., and Dougher R.F. Visual field map clusters in human cortex. Philos. Trans. R. Soc. Lond. 360 (2005) 693-707
94. Willshaw D.J., and von der Malsburg C. How patterned neural connections can be set up by self-organization. Proc. R. Soc. Lond. B194 (1976) 431-445
95. Zeki S. Colour coding in the cerebral cortex: the reaction of cells in monkey visual cortex to wavelenghts and colours. Neuroscience 9 (1983) 741-765