Network model of top-down influences on local gain and contextual interactions in visual cortex

Proceedings of the National Academy of Sciences of the United States of America

Volumn 110, Issue 43, 2013, Pages

  Piëch, Valentin ^a   Li, Wu ^b   Reeke, George N ^a   Gilbert, Charles D ^a  

^a ROCKEFELLER UNIVERSITY   (United States)

^b BEIJING NORMAL UNIVERSITY   (China)

Author keywords

Feedback; Gating; Long range horizontal connections; Reentrant

Indexed keywords

ARTICLE; LEARNING; MEMBRANE CONDUCTANCE; NERVE CELL; NERVE POTENTIAL; NEUROMODULATION; NONHUMAN; PRIORITY JOURNAL; SENSORIMOTOR INTEGRATION; SIMULATION; STEADY STATE; STRIATE CORTEX;

FEEDBACK; GATING; LONG-RANGE HORIZONTAL CONNECTIONS; REENTRANT;

ALGORITHMS; ANIMALS; COMPUTER SIMULATION; HUMANS; MODELS, NEUROLOGICAL; NERVE NET; NEURAL CONDUCTION; NEURAL INHIBITION; NEURONS; PHOTIC STIMULATION; VISUAL CORTEX; VISUAL PATHWAYS;

EID: 84886396098     PISSN: 00278424     EISSN: 10916490     Source Type: Journal    
DOI: 10.1073/pnas.1317019110     Document Type: Article

References (62)

1. Wertheimer M (1923) Untersuchung zur Lehre von der Gestalt. Psychol Forsch 4(1): 301-350.
2. Li W, Piëch V, Gilbert CD (2006) Contour saliency in primary visual cortex. Neuron 50(6):951-962.
3. Li W, Piëch V, Gilbert CD (2008) Learning to link visual contours. Neuron 57(3): 442-451.
4. Ernst UA, Mandon S, Pawelzik KR, Kreiter AK (2004) How ideal do macaque monkeys integrate contours? Neurocomputing 58-60:971-977.
5. Gintautas V, et al. (2011) Model cortical association fields account for the time course and dependence on target complexity of human contour perception. PLoS Comput Biol 7(10):e1002162.
6. Grossberg S, Mingolla E (1985) Neural dynamics of form perception: Boundary completion, illusory figures, and neon color spreading. Psychol Rev 92(2):173-211.
7. Li ZP (1998) A neural model of contour integration in the primary visual cortex. Neural Comput 10(4):903-940.
8. Ullman S (1992) Low-level aspects of segmentation and recognition. Philos Trans R Soc Lond B Biol Sci 337(1281):371-378, discussion 379.
9. VanRullen R, Delorme A, Thorpe SJ (2001) Feed-forward contour integration in primary visual cortex based on asynchronous spike propagation. Neurocomputing 38-40: 1003-1009.
10. Yen SC, Finkel LH (1998) Extraction of perceptually salient contours by striate cortical networks. Vision Res 38(5):719-741.
11. Freeman E, Driver J, Sagi D, Zhaoping L (2003) Top-down modulation of lateral interactions in early vision: Does attention affect integration of the whole or just perception of the parts? Curr Biol 13(11):985-989.
12. Stettler DD, Das A, Bennett J, Gilbert CD (2002) Lateral connectivity and contextual interactions in macaque primary visual cortex. Neuron 36(4):739-750.
13. Sigman M, Cecchi GA, Gilbert CD, Magnasco MO (2001) On a common circle: Natural scenes and Gestalt rules. Proc Natl Acad Sci USA 98(4):1935-1940.
14. Geisler WS, Perry JS, Super BJ, Gallogly DP (2001) Edge co-occurrence in natural images predicts contour grouping performance. Vision Res 41(6):711-724.
15. Ts'o DY, Gilbert CD, Wiesel TN (1986) Relationships between horizontal interactions and functional architecture in cat striate cortex as revealed by cross-correlation analysis. J Neurosci 6(4):1160-1170.
16. Gilbert CD, Wiesel TN (1989) Columnar specificity of intrinsic horizontal and corticocortical connections in cat visual cortex. J Neurosci 9(7):2432-2442.
17. Weliky M, Bosking WH, Fitzpatrick D (1996) A systematic map of direction preference in primary visual cortex. Nature 379(6567):725-728.
18. Kapadia MK, Westheimer G, Gilbert CD (2000) Spatial distribution of contextual interactions in primary visual cortex and in visual perception. J Neurophysiol 84(4): 2048-2062.
19. Li ZP (1999) Visual segmentation by contextual influences via intra-cortical interactions in the primary visual cortex. Network 10(2):187-212.
20. Li ZP (2000) Pre-attentive segmentation in the primary visual cortex. Spat Vis 13(1): 25-50.
21. Freeman WT, Adelson EH (1991) The design and use of steerable filters. IEEE Trans Pattern Anal Mach Intell 13(9):891-906.
22. Simoncelli EP, Heeger DJ (1998) A model of neuronal responses in visual area MT. Vision Res 38(5):743-761.
23. Koch C (1999) Biophysics of Computation (Oxford Univ Press, Oxford).
24. Shelley M, McLaughlin D, Shapley R, Wielaard J (2002) States of high conductance in a large-scale model of the visual cortex. J Comput Neurosci 13(2):93-109.
25. Nowak LG, Azouz R, Sanchez-Vives MV, Gray CM, McCormick DA (2003) Electrophysiological classes of cat primary visual cortical neurons in vivo as revealed by quantitative analyses. J Neurophysiol 89(3):1541-1566.
26. Angelucci A, et al. (2002) Circuits for local and global signal integration in primary visual cortex. J Neurosci 22(19):8633-8646.
27. Ito M, Gilbert CD (1999) Attention modulates contextual influences in the primary visual cortex of alert monkeys. Neuron 22(3):593-604.
28. Li W, Piëch V, Gilbert CD (2004) Perceptual learning and top-down influences in primary visual cortex. Nat Neurosci 7(6):651-657.
29. Crist RE, Li W, Gilbert CD (2001) Learning to see: Experience and attention in primary visual cortex. Nat Neurosci 4(5):519-525.
30. Shepherd GM (1990) Synaptic Organization of the Brain (Oxford Univ Press, Oxford).
31. Tsodyks MV, Skaggs WE, Sejnowski TJ, McNaughton BL (1997) Paradoxical effects of external modulation of inhibitory interneurons. J Neurosci 17(11):4382-4388.
32. Ozeki H, Finn IM, Schaffer ES, Miller KD, Ferster D (2009) Inhibitory stabilization of the cortical network underlies visual surround suppression. Neuron 62(4):578-592.
33. McAdams CJ, Maunsell JH (1999) Effects of attention on orientation-tuning functions of single neurons in macaque cortical area V4. J Neurosci 19(1):431-441.
34. Treue S, Martínez Trujillo JC (1999) Feature-based attention influences motion processing gain in macaque visual cortex. Nature 399(6736):575-579.
35. Roelfsema PR, Lamme VA, Spekreijse H (1998) Object-based attention in the primary visual cortex of the macaque monkey. Nature 395(6700):376-381.
36. Segev I, London M (2003) Dendritic processing. The Handbook of Brain Theory and Neural Networks, ed Arbib MA (The MIT Press, Cambridge, MA), 2nd Ed, pp 324-332.
37. Hirsch JA, Gilbert CD (1991) Synaptic physiology of horizontal connections in the cat's visual cortex. J Neurosci 11(6):1800-1809.
38. Ayaz A, Chance FS (2009) Gain modulation of neuronal responses by subtractive and divisive mechanisms of inhibition. J Neurophysiol 101(2):958-968.
39. Chance FS, Abbott LF, Reyes AD (2002) Gain modulation from background synaptic input. Neuron 35(4):773-782.
40. McManus JN, Li W, Gilbert CD (2011) Adaptive shape processing in primary visual cortex. Proc Natl Acad Sci USA 108(24):9739-9746.
41. Bair W, Cavanaugh JR, Movshon JA (2003) Time course and time-distance relationships for surround suppression in macaque V1 neurons. J Neurosci 23(20):7690-7701.
42. Bishop PO, Coombs JS, Henry GH (1973) Receptive fields of simple cells in the cat striate cortex. J Physiol 231(1):31-60.
43. Knierim JJ, van Essen DC (1992) Neuronal responses to static texture patterns in area V1 of the alert macaque monkey. J Neurophysiol 67(4):961-980.
44. Li W, Thier P, Wehrhahn C (2000) Contextual influence on orientation discrimination of humans and responses of neurons in V1 of alert monkeys. J Neurophysiol 83(2): 941-954.
45. Nothdurft HC, Gallant JL, Van Essen DC (1999) Response modulation by texture surround in primate area V1: Correlates of "popout" under anesthesia. Vis Neurosci 16(1):15-34.
46. Walker GA, Ohzawa I, Freeman RD (2000) Suppression outside the classical cortical receptive field. Vis Neurosci 17(3):369-379.
47. Kapadia MK, Westheimer G, Gilbert CD (1999) Dynamics of spatial summation in primary visual cortex of alert monkeys. Proc Natl Acad Sci USA 96(21):12073-12078.
48. Bauer R, Heinze S (2002) Contour integration in striate cortex. Classic cell responses or cooperative selection? Exp Brain Res 147(2):145-152.
49. Kinoshita M, Komatsu H (2001) Neural representation of the luminance and brightness of a uniform surface in the macaque primary visual cortex. J Neurophysiol 86(5): 2559-2570.
50. Lamme VAF (1995) The neurophysiology of figure-ground segregation in primary visual cortex. J Neurosci 15(2):1605-1615.
51. Lee TS, Yang CF, Romero RD, Mumford D (2002) Neural activity in early visual cortex reflects behavioral experience and higher-order perceptual saliency. Nat Neurosci 5(6):589-597.
52. Li W, Thier P, Wehrhahn C (2001) Neuronal responses from beyond the classic receptive field in V1 of alert monkeys. Exp Brain Res 139(3):359-371.
53. Rossi AF, Desimone R, Ungerleider LG (2001) Contextual modulation in primary visual cortex of macaques. J Neurosci 21(5):1698-1709.
54. Supèr H, Spekreijse H, Lamme VAF (2001) Two distinct modes of sensory processing observed in monkey primary visual cortex (V1). Nat Neurosci 4(3):304-310.
55. Zipser K, Lamme VAF, Schiller PH (1996) Contextual modulation in primary visual cortex. J Neurosci 16(22):7376-7389.
56. Hupé JM, et al. (2001) Feedback connections act on the early part of the responses in monkey visual cortex. J Neurophysiol 85(1):134-145.
57. Bringuier V, Chavane F, Glaeser L, Frégnac Y (1999) Horizontal propagation of visual activity in the synaptic integration field of area 17 neurons. Science 283(5402): 695-699.
58. Gilbert CD, Sigman M (2007) Brain states: Top-down influences in sensory processing. Neuron 54(5):677-696.
59. Grossberg S, Raizada RD (2000) Contrast-sensitive perceptual grouping and objectbased attention in the laminar circuits of primary visual cortex. Vision Res 40(10-12): 1413-1432.
60. Carandini M, Heeger DJ (1994) Summation and division by neurons in primate visual cortex. Science 264(5163):1333-1336.
61. Heeger DJ (1992) Normalization of cell responses in cat striate cortex. Vis Neurosci 9(2):181-197.
62. Gilbert C, Ito M, Kapadia M, Westheimer G (2000) Interactions between attention, context and learning in primary visual cortex. Vision Res 40(10-12):1217-1226.