How different feature spaces may be represented in cortical maps

Network: Computation in Neural Systems

Volumn 15, Issue 4, 2004, Pages 217-242

  Swindale, N V ^a  

^a UNIVERSITY OF BRITISH COLUMBIA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; ARTIFICIAL NEURAL NETWORK; BRAIN CORTEX; BRAIN MAPPING; LINEAR SYSTEM; NORMAL DISTRIBUTION; PROBABILITY; RECEPTIVE FIELD; RETINA RECEPTIVE FIELD; SIMULATION;

EID: 9744242829     PISSN: 0954898X     EISSN: None     Source Type: Journal    
DOI: 10.1088/0954-898X_15_4_001     Document Type: Article

References (46)

1. Albright T D 1984 Direction and orientation selectivity of neurons in visual area MT of the macaque J. Neurophysiol. 52 1106-30
2. Bartfeld E and Grinvald A 1992 Relationships between orientation- preference pinwheels, cytochrome oxidase blobs, and ocular dominance columns in primate striate cortex Proc. Natl. Acad. Sci. USA 89 11905-9
3. Biederman I 1987 Recognition-by-components: a theory of human image understanding Psychol. Rev. 94 115-47
4. Bishop C M 1995 Neural Networks For Pattern Recognition (Oxford: Oxford University Press)
5. Buonomano D V and Merzenich M M 1998 Cortical plasticity: from synapses to maps Annu. Rev. Neurosci. 21 149-86
6. DeAngelis G C and Newsome W T 1999 Organization of disparity-selective neurons in macaque area MT J. Neurosci. 19 1398-415
7. Diogo A C, Soares J G, Koulakov A, Albright T D and Gattass R 2003 Electrophysiological imaging of functional architecture in the cortical middle temporal visual area of Cebus apella monkey J. Neurosci. 23 3881-98
8. Durbin R and Mitchison G 1990 A dimension reduction framework for understanding cortical maps Nature 343 644-7
9. Durbin R and Willshaw D J 1987 An analogue approach to the travelling salesman problem using an elastic net method Nature 326 689-91
10. Everson R M, Prashanth A K, Gabbay M, Knight B W, Sirovich L and Kaplan E 1998 Representation of spatial frequency and orientation in the visual cortex Proc. Natl. Acad. Sci. USA 95 8334-8
11. Galton F 1878 Composite portraits Journal of the Anthropological Institute of Great Britain & Ireland 8 132-42
12. Ghose G M and Ts'o D Y 1997 Form processing modules in primate area V4 J. Neurophysiol. 77 2191-6
13. Goodhill G J and Cimponeriu A 2000 Analysis of the elastic net model applied to the formation of ocular dominance and orientation columns Network 11 153-68
14. Halberstadt J and Rhodes G 2003 It's not just average faces that are attractive: computer-manipulated averageness makes birds, fish, and automobiles attractive Psychon. Bull. Rev. 10 149-56
15. Hubel D H and Wiesel T N 1977 Functional architecture of macaque monkey visual cortex Proc. R. Soc. Lond. B 198 1-59
16. Hübener M, Shoham D, Grinvald A and Bonhoeffer T 1997 Spatial relationships among three columnar systems in cat area 17 J. Neurosci. 17 9270-84
17. Issa N P, Trepel C and Stryker M 2000 Spatial frequency maps in cat visual cortex J. Neurosci. 20 8504-14
18. Janata P, Birk J L, Van Horn J D, Leman M, Tillmann B and Bharucha J J 2002 The cortical topography of tonal structures underlying Western music Science 298 2167-70
19. Kohonen T 1982 Self-organized formation of topologically correct feature maps. Biol. Cybern. 43 59-69
20. Kohonen T 1993 Physiological interpretation of the self-organizing map algorithm Neural Netw. 6 895-905
21. Landisman C E and Ts'o D Y 2002 Color processing in macaque striate cortex: relationships to ocular dominance, cytochrome oxidase, and orientation J. Neurophysiol. 87 3126-37
22. Langlois J H and Roggman L A 1990 Attractive faces are only average Psychol. Sci. 1 115-21
23. Langner G, Sams M, Heil P and Schulze H 1997 Frequency and periodicity are represented in orthogonal maps in the human auditory cortex: evidence from magnetoencephalography J. Comput. Physiol. 181 665-76
24. Lee K, Byatt G and Rhodes G 2000 Caricature effects, distinctiveness, and identification Psychol. Sci. 11 379-85
25. Mendelson J R, Schreiner C E and Sutter M L 1997 Functional topography of cat primary auditory cortex: response latencies J. Comput. Physiol. A 181 615-33
26. Mountcastle V B 1978 The Mindful Brain ed F O Schmitt (Cambridge, MA: MIT Press) pp 7-50
27. Movshon J A, Thompson I D and Tolhurst D J 1978 Spatial and temporal contrast sensitivity of neurones in areas 17 and 18 of the cat's visual cortex J. Physiol. (Lond.) 283 101-20
28. Obermayer K and Blasdel G G 1993 Geometry of orientation and ocular dominance columns in monkey striate cortex J. Neurosci. 13 4114-29
29. Obermayer K, Blasdel G G and Schulten K 1992 Statistical-mechanical analysis of self-organization and pattern formation during the development of visual maps Phys. Rev. A 45 7568-89
30. Obermayer K, Ritter H and Schulten K 1990 A principle for the formation of the spatial structure of cortical feature maps Proc. Natl. Acad. Sci. USA 87 8345-9
31. Press W H, Teukolsky S A, Vetterling W T and Flannery B P 1994 Numerical Recipes: The Art of Scientific Computing 2nd edn (Cambridge: Cambridge University Press)
32. Recanzone G H, Schreiner C E and Merzenich M M 1993 Plasticity in the frequency representation of primary auditory cortex following discrimination training in adult owl monkeys J. Neurosci. 13 87-103
33. Rhodes G and Tremewan T 1996 Averageness, exaggeration, and facial attractiveness Psychol. Sci. 7 105-10
34. Ritter H and Schulten K 1986 On the stationary states of Kohonen's self-organizing sensory mapping Biol. Cybern. 54 99-106
35. Schreiner C E 1995 Order and disorder in auditory cortical maps Curr. Opin. Neurobiol. 5 489-96
36. Schreiner C E 1998 Spatial distribution of responses to simple and complex sounds in the primary auditory cortex Audiol. Neurootol. 3 104-22
37. Sengpiel F, Stawinski P and Bonhoeffer T 1999 Influence of experience on orientation maps in cat visual cortex Nat. Neurosci. 2 727-32
38. Shoham D, Hübener M, Schulze S, Grinvald A and Bonhoeffer T 1997 Spatial frequency domains and their relation to cytochrome oxidase staining in cat visual cortex Nature 385 529-33
39. Swindale N V 1991 Coverage and the design of striate cortex Biol. Cybern. 65 415-24
40. Swindale N V 2000 How many maps are there in visual cortex? Cereb. Cortex 10 633-43
41. Swindale N V, Shoham D, Grinvald A, Bonhoeffer T and Hübener M 2000 Visual cortex maps are optimized for uniform coverage Nature Neurosci. 3 822-6
42. Ts'o D Y, Roe A W and Gilbert C D 2001 A hierarchy of the functional organization for color, form and disparity in primate visual area V2 Vis. Res. 41 1333-49
43. Tsunoda K, Yamane Y, Nishizaki M and Tanifuji M 2001 Complex objects are represented in macaque inferotemporal cortex by the combination of feature columns Nature Neurosci. 4 832-8
44. Valentine T 1991 A unified account of the effects of distinctiveness, inversion, and race in face recognition Q. Exp. Psychol. A 43 161-204
45. Wang G, Tanifuji M and Tanaka K 1998 Functional architecture in monkey infero-temporal cortex revealed by in vivo optical imaging Neurosci. Res. 32 33-46
46. Xiao Y, Wang Y and Felleman D J 2003 A spatially organized representation of colour in macaque cortical area V2 Nature 421 535-9