Neural representation of natural images in visual area V2

Journal of Neuroscience

Volumn 30, Issue 6, 2010, Pages 2102-2114

  Willmore, Ben D B ^a,b   Prenger, Ryan J ^a   Gallant, Jack L ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b UNIVERSITY OF OXFORD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ANIMAL CELL; ANIMAL EXPERIMENT; ARTICLE; CELL SUBPOPULATION; COMPARATIVE STUDY; CONTROLLED STUDY; EXCITATION; HUMAN; IMAGE ANALYSIS; MALE; NERVE CELL; NONHUMAN; NONLINEAR SYSTEM; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; TUNING CURVE; VISUAL CORTEX; VISUAL STIMULATION;

ANIMALS; CLUSTER ANALYSIS; ELECTROPHYSIOLOGY; MACACA MULATTA; MALE; MODELS, NEUROLOGICAL; NEURONS; VISUAL CORTEX; VISUAL PERCEPTION;

EID: 76649084870     PISSN: 02706474     EISSN: 15292401     Source Type: Journal    
DOI: 10.1523/JNEUROSCI.4099-09.2010     Document Type: Article

References (50)

1. Adelson EH, Bergen JR (1985) Spatiotemporal energy models for the perception of motion. J Opt Soc Am A 2:284-299.
2. Aertsen AM, Johannesma PI (1981) A comparison of the spectro-temporal sensitivity of auditory neurons to tonal and natural stimuli. Biol Cybern 42:145-156.
3. Anzai A, Peng X, Van Essen DC (2007) Neurons in monkey visual area V2 encode combinations of orientations. Nat Neurosci 10:1313-1321.
4. Bell AJ, Sejnowski TJ (1997) The "independent components" of natural scenes are edge filters. Vision Res 37:3327-3338.
5. Carandini M, Heeger DJ (1994) Summation and division by neurons in primate visual cortex. Science 264:1333-1336.
6. Carandini M, Heeger DJ, Movshon JA (1997) Linearity and normalization in simple cells of the macaque primary visual cortex. J Neurosci 17:8621-8644.
7. Conway BR (2001) Spatial structure of cone inputs to color cells in alert macaque primary visual cortex (V-1). J Neurosci 21:2768-2783.
8. Daugman JG (1980) Two-dimensional spectral analysis of cortical receptive field profiles. Vision Res 20:847-856.
9. David SV, Gallant JL (2005) Predicting neuronal responses during natural vision. Network 16:239-260.
10. David SV, Vinje WE, Gallant JL (2004) Natural stimulus statistics alter the receptive field structure of V1 neurons. J Neurosci 24:6991-7006.
11. DeAngelis GC, Robson JG, Ohzawa I, Freeman RD (1992) Organization of suppression in receptive fields of neurons in cat visual cortex. J Neurophysiol 68:144-163.
12. DeAngelis GC, Ohzawa I, Freeman RD (1993) Spatiotemporal organization of simple-cell receptive fields in the cat's striate cortex. II. Linearity of temporal and spatial summation. J Neurophysiol 69:1118-1135.
13. DeAngelis GC, Freeman RD, Ohzawa I (1994) Length and width tuning of neurons in the cat's primary visual cortex. J Neurophysiol 71:347-374.
14. DeBoer E, Kuyper P (1968) Triggered correlation. IEEE Trans Biomed Eng 15:159-179.
15. Field DJ (1994) What is the goal of sensory coding? Neural Comput 6:559-601.
16. Freeman TC, Durand S, Kiper DC, Carandini M (2002) Suppression without inhibition in visual cortex. Neuron 35:759-771.
17. Friedman JH (2001) Greedy function approximation: a gradient boosting machine. Ann Stat 29:1189-1232.
18. Gattass R, Gross CG, Sandell JH (1981) Visual topography of V2 in the macaque. J Comp Neurol 201:519-539.
19. Geisler WS, Perry JS, Super BJ, Gallogly DP (2001) Edge co-occurrence in natural images predicts contour grouping performance. Vision Res 411:711-724.
20. Heeger DJ (1992) Normalization of cell responses in cat striate cortex. Vis Neurosci 9:181-197.
21. Hegdé J, Van Essen DC (2000) Selectivity for complex shapes in primate visual area V2. J Neurosci 20:RC61(1-6).
22. Hubel DH, Livingstone MS (1985) Complex-unoriented cells in a subregion of primate area 18. Nature 315:325-327.
23. Ito M, Komatsu H (2004) Representation of angles embedded within contour stimuli in area V2 of macaque monkeys. J Neurosci 24:3313-3324.
24. Jones JP, Palmer LA (1987a) The two-dimensional spatial structure of simple receptive fields in cat striate cortex. J Neurophysiol 58:1187-1211.
25. Jones JP, Palmer LA (1987b) An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex. J Neurophysiol 58:1233-1258.
26. Levitt JB, Kiper DC, Movshon JA (1994) Receptive fields and functional architecture of macaque V2. J Neurophysiol 71:2517-2542.
27. Lu HD, Roe AW (2007) Optical imaging of contrast response in macaque monkey V1 and V2. Cereb Cortex 17:2675-2695.
28. Marmarelis PZ, Marmarelis VZ (1978) Analysis of physiological systems: the white noise approach. New York: Plenum.
29. Movshon JA, Thompson ID, Tolhurst DJ (1978) Receptive field organization of complex cells in the cat's striate cortex. J Physiol 283:79-99.
30. Nishimoto S, Ishida T, Ohzawa I (2006) Receptive field properties of neurons in the early visual cortex revealed by local spectral reverse correlation. J Neurosci 26:3269-3280.
31. Olshausen BA, Field DJ (1996) Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature 381:607-609.
32. Priebe NJ, Ferster D (2006) Mechanisms underlying cross-orientation suppression in cat visual cortex. Nat Neurosci 9:552-561.
33. Riesenhuber M, Poggio T (1999) Hierarchical models of object recognition in cortex. Nat Neurosci 2:1019-1025.
34. Rossi AF, Desimone R, Ungerleider LG (2001) Contextual modulation in primary visual cortex of macaques. J Neurosci 21:1698-1709.
35. Schmolesky MT, Wang Y, Hanes DP, Thompson KG, Leutgeb S, Schall JD, Leventhal AG (1998) Signal timing across the macaque visual system. J Neurophysiol 79:3272-3278.
36. Serre T, Oliva A, Poggio T (2007) A feedforward architecture accounts for rapid categorization. Proc Natl Acad Sci U S A 104:6424-6429.
37. Sincich LC, Horton JC (2002) Divided by cytochrome oxidase: a map of the projections from V1 to V2 in macaques. Science 295:1734-1737.
38. Theunissen FE, David SV, Singh NC, Hsu A, Vinje WE, Gallant JL (2001) Estimating spatio-temporal receptive fields of auditory and visual neurons from their responses to natural stimuli. Network 12:289-316.
39. Thomas OM, Cumming BG, Parker AJ (2002) A specialization for relative disparity in V2. Nat Neurosci 5:472-478.
40. Ts'o DY, Roe AW, Gilbert CD (2001) A hierarchy of the functional organization for color, form and disparity in primate visual area V2. Vision Res 41:1333-1349.
41. Vinje WE, Gallant JL (2002) Natural stimulation of the nonclassical receptive field increases information transmission efficiency in V1. J Neurosci 22:2904-2915.
42. von der Heydt R, Peterhans E (1989) Mechanisms of contour perception in monkey visual cortex. I. Lines of pattern discontinuity. J Neurosci 9:1731-1748.
43. von der Heydt R, Peterhans E, Baumgartner G (1984) Illusory contours and cortical neuron responses. Science 224:1260-1262.
44. Watson AB (1987) The cortex transform: rapid computation of simulated neural images. Comput Vis Graph Image Process 39:311-327.
45. Wehr M, Zador AM (2003) Balanced inhibition underlies tuning and sharpens spike timing in auditory cortex. Nature 426:442-446.
46. Willmore B, Smyth D (2003) Methods for first-order kernel estimation: simple-cell receptive fields from responses to natural scenes. Network 14:553-577.
47. Willmore B, Prenger RJ, Wu MC, Gallant JL (2008) The Berkeley Wavelet Transform: a biologically inspired orthogonal wavelet transform. Neural Comput 20:1537-1564.
48. Wu MC, David SV, Gallant JL (2006) Complete functional characterization of sensory neurons by system identification. Annu Rev Neurosci 29:477-505.
49. Zhou H, Friedman HS, von der Heydt R (2000) Coding of border ownership in monkey visual cortex. J Neurosci 20:6594-6611.
50. Zipser K, Lamme VA, Schiller PH (1996) Contextual modulation in primary visual cortex. J Neurosci 16:7376-7389.