Large-scale modeling of the primary visual cortex: Influence of cortical architecture upon neuronal response

Journal of Physiology Paris

Volumn 97, Issue 2-3, 2003, Pages 237-252

  McLaughlin, David ^a   Shapley, Robert ^a   Shelley, Michael ^a  

^a NEW YORK UNIVERSITY   (United States)

Author keywords

Architecture; Dynamics; Orientation tuning; Visual cortex

Indexed keywords

BRAIN NERVE CELL; CELLULAR DISTRIBUTION; CONDUCTANCE; EXCITATION; GEOMETRY; MACACA; MATHEMATICAL ANALYSIS; MATHEMATICAL MODEL; MEMBRANE MODEL; NERVE CONDUCTION; NONHUMAN; REDUCTION; REVIEW; SPATIAL DISCRIMINATION; SPATIAL ORIENTATION; SYNAPSE; THEORETICAL MODEL; VISUAL CORTEX;

EID: 0842346372     PISSN: 09284257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jphysparis.2003.09.019     Document Type: Article

References (49)

1. Alonso J., Usrey W., Reid R. Rules of connectivity between geniculate cells and simple cells in cat primary visual cortex. J. Neurosci. 21:2001;4002-4015.
2. Anderson J.S., Carandini M., Ferster D. Orientation tuning of input conductance, excitation, and inhibition in cat primary visual cortex. J. Neurophysiol. 84:2000;909-926.
3. Azouz R., Gray C.M., Nowak L.G., McCormick D.A. Physiological properties of inhibitory interneurons in cat striate cortex. Cereb. Cortex. 1997;534-545.
4. Ben-Yishai R., Bar-Or R., Sompolinsky H. Theory of orientation tuning in the visual cortex. Proc. Natl. Acad. Sci. USA. 92:1995;3844-3848.
5. Benardete E., Kaplan E. The dynamics of primate M retinal ganglion cells. Vis. Neurosci. 16:1999;355-368.
6. Blasdel G. Differential imaging of ocular dominance and orientation selectivity in monkey striate cortex. J. Neurosci. 12:1992;3115-3138.
7. Blasdel G. Orientation selectivity, preference, and continuity in the monkey striate cortex. J. Neurosci. 12:1992;3139-3161.
8. Bonhoeffer T., Grinvald A. Iso-orientation domains in cat visual cortex are arranged in pinwheel like patterns. Nature. 353:1991;429-431.
9. Borg-Graham L., Monier C., Fregnac Y. Visual input evokes transient and strong shunting inhibition in visual cortical neurons. Nature. 393:1998;369-373.
10. Bosking W., Zhang Y., Schofield B., Fitzpatrick D. Orientation selectivity and the arrangement of horizontal connections in tree shrew striate cortex. J. Neurosci. 17:1996;2112-2127.
11. Bressloff P., Cowan J., Golubitsky M., Thomas P., Wiener M. Geometric visual hallucinations euclidean symmetry and the functional architecture of striate cortex. Philos. Trans. Royal Soc. London Ser. B. 356:2001;299-330.
12. Buzas P., Eysel U., Adorjan P., Kisvarday Z. Axonal topography of cortical basket cells in relation to orientation, direction, and ocular dominance maps. J. Compar. Neurol. 437:2001;259-285.
13. Callaway E. Local circuits in primary visual cortex of the macaque monkey. Ann. Rev. Neurosci. 21:1998;47-74.
14. Callaway E., Wiser A. Contributions of individual layer 2 to 5 spiny neurons to local circuits in macaque primary visual cortex. Vis. Neurosci. 13:1996;907-922.
15. Chance F., Nelson S., Abbott L.F. Complex cells as cortically amplified simple cells. Nature Neurosci. 2:1999;277-282.
16. De Valois R., Albrecht D., Thorell L. Spatial frequency selectivity of cells in macaque visual cortex. Vision Res. 22:1982;545-559.
17. DeAngelis G., Ghose R., Ohzawa I., Freeman R. Functional micro-organization of primary visual cortex: receptive field analysis of nearby neurons. J. Neurosci. 19:1999;4046-4064.
18. V. Dragoi, M. Sur, Inhomogeneities in the structure of v1 orientation maps and their consequences for cortical function, Society of Neuroscience Abstracts, p. 619.
19. Ferster D., Chung S., Wheat H. Orientation selectivity of thalamic input to simple cells of cat visual cortex. Nature. 380:1996;249-252.
20. Fitzpatrick D., Lund J., Blasdel G. Intrinsic connections of macaque striate cortex Afferent and efferent connections of lamina 4C. J. Neurosci. 5:1985;3329-3349.
21. Frégnac Y., Shulz D. Activity-dependent regulation of receptive field properties of cat area 17 by supervised Hebbian learning. J. Neurobiol. 41(1):1999;69-82.
22. Gibson J., Beierlein M., Connors B. Two networks of electrically coupled inhibitory neurons in neocortex. Nature. 402:1999;75-79.
23. Hansel D., Mato G., Meunier C., Neltner L. Numerical simulations of integrate-and-fire neural networks. Neural Comp. 10:1998;467-483.
24. Hirsch J., Alonso J.M., Reid R., Martinez L. Synaptic integration in striate cortical simple cells. J. Neurosci. 15:1998;9517-9528.
25. Hubel D., Wiesel T. Receptive fields, binocular interaction and functional architecture of the cat's visual cortex. J. Physiol. (London). 160:1962;106-154.
26. Hubel D., Wiesel T. Receptive fields and functional architecture of the monkey striate cortex. J. Physiol. (London). 195:1968;215-243.
27. Jagadeesh B., Wheat H., Kontsevich L., Tyler C., Ferster D. Direction selectivity of synaptic potentials in simple cells of the cat visual cortex. J. Neurophysiol. 78:1997;2772-2789.
28. Koch C. Biophysics of Computation. 1999;Oxford University Press, Oxford.
29. Monier C., Borg-Graham L., Fregnac Y. Voltage-clamp measurement of visually-evoked conductances with whole-cell patch recordings in primary visual cortex. J. Physiol. Paris. 90:1996;185-188.
30. Lund J.S. Local circuit neurons of macaque monkey striate cortex: neurons of laminae 4C and 5A. J. Compar. Neurol. 257:1987;60-92.
31. Maldonado P., Godecke I., Gray C., Bonhoeffer T. Orientation selectivity in pinwheel centers in cat striate cortex. Science. 276:1997;1551-1555.
32. McLaughlin D., Shapley R., Shelley M., Wielaard J. A neuronal network model of macaque primary visual cortex (V1): orientation selectivity and dynamics in the input layer 4. Cα Proc. Natl. Acad. Sci. USA. 97:2000;8087-8092.
33. Murthy A., Humphrey A.L. Inhibitory contributions to spatiotemporal receptive-field structure and direction selectivity in simple cells of cat area 17. J. Neurophysiol. 81:1999;1212-1224.
34. Omurtag A., Knight B., Kaplan E., Sirovich L. Invest. Ophthalmol. Vis. Sci. 40:1999;S3018.
35. Reid R.C., Alonso J.M. Specificity of monosynaptic connections from thalamus to visual cortex. Nature. 378:1995;281-284.
36. Ringach D., Hawken M., Shapley R. Dynamics of orientation tuning in macaque primary visual cortex. Nature. 387:1997;281-284.
37. Ringach D., Shapley R., Hawken M. Diversity and laminar dependence of orientation selectivity in simple and complex cells of macaque v1. J. Neurosci. 22:2002;5639-5651.
38. R. Shapley, C. Reid, Unpublished private communication, 1998.
39. Shelley M., McLaughlin D. Coarse-grained reduction and analysis of a network model of cortical response. I. Drifting grating stimuli. J. Comp. Neurosci. 12:2002;97-122.
40. Shelley M., McLaughlin D., Shapley R., Wielaard J. States of high conductance in a large-scale model of the visual cortex. J. Comp. Neurosci. 13:2002;93-109.
41. Shelley M., Tao L. Efficient and accurate time-integration schemes for integrate-and-fire neuronal networks. J. Comp. Neurosci. 11:2001;111-119.
42. Sillito A.M. The contribution of inhibitory mechanisms to the receptive field properties of neurones in the striate cortex of the cat. J. Physiol. (London). 1974;305-329.
43. Sompolinsky H., Shapley R. New perspectives on the mechanisms for orientation selectivity. Curr. Opin. Neurobiol. 7:1997;514-522.
44. L. Tao, M. Shelley, D. McLaughlin, R. Shapley, An Egalitarian network model for the emergence of simple and complex cells in visual cortex. Proc. Nat. Acad. Sci. USA (2003) in press.
45. L. Tao, M. Shelley, D. McLaughlin, R. Shapley, How complex cells are made in a simple cell network, presented Society for Neuroscience, 2001.
46. Troyer T., Krukowski A., Priebe N., Miller K. Contrast invariant orientation tuning in cat visual cortex with feedforward tuning and correlation based intracortical connectivity. J. Neurosci. 18:1998;5908-5927.
47. Wielaard J., Shelley M., Shapley R., McLaughlin D. How Simple cells are made in a nonlinear network model of the visual cortex. J. Neurosci. 21(14):2001.
48. Wilson H., Cowan J. A mathematical theory of the functional dynamics of cortical and thalamic nervous tissue. Kybernetik. 13:1973;55-80.
49. Yousef T., Bonhoeffer T., Kim D., Eysel U., Toth E., Kisvarday Z. Orientation topography of layer 4 lateral networks revealed by optical imaging in car visual cortex (area 18). Eur. J. Neurosci. 11:1999;4291-4308.