Comparison among some models of orientation selectivity

Journal of Neurophysiology

Volumn 96, Issue 1, 2006, Pages 404-419

  Teich, Andrew F ^a   Qian, Ning ^a  

^a Och Spine at New York Presbyterian Hospitals   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BRAIN CORTEX; INTERMETHOD COMPARISON; MATHEMATICAL MODEL; PRIORITY JOURNAL; RECEPTIVE FIELD; SPATIAL ORIENTATION; STEADY STATE; VISUAL CORTEX; VISUAL ORIENTATION;

ANIMALS; COMPUTER SIMULATION; GENICULATE BODIES; HUMANS; MODELS, NEUROLOGICAL; ORIENTATION; SPATIAL BEHAVIOR; VISUAL CORTEX;

EID: 33745749060     PISSN: 00223077     EISSN: None     Source Type: Journal    
DOI: 10.1152/jn.00015.2005     Document Type: Article

References (74)

1. Ahmed B, Anderson JC, Douglas RJ, Martin KA, and Nelson JC. Polyneuronal innervation of spiny stellate neurons in cat visual cortex. J Comp Neurol 341: 39-49, 1994.
2. Allison JD, Smith KR, and Bonds AB. Temporal-frequency tuning of cross-orientation suppression in the cat striate cortex. Vis Neurosci 18: 941-948, 2001.
3. Anderson JS, Carandini M, and Ferster D. Orientation tuning of input conductance, excitation, and inhibition in cat primary visual cortex. J Neurophysiol 84: 909-926, 2000b.
4. Anderson JS, Lampl I, Gillespie DC, and Ferster D. The contribution of noise to contrast invariance of orientation tuning in cat visual cortex. Science 290: 1968-1972, 2000a.
5. Ben-Yishai R, Bar-Or RL, and Sompolinsky H. Theory of orientation tuning in visual cortex. Proc Natl Acad Sci USA 92: 3844-3848, 1995.
6. Bonds AB. Role of inhibition in the specification of orientation selectivity of cells in the cat striate cortex. Vis Neurosci 2: 41-55, 1989.
7. Carandini M and Ringach DL. Predictions of a recurrent model of orientation selectivity. Vision Res 37: 3061-3071, 1997.
8. Celebrini S, Thorpe S, Trotter Y, and Imbert M. Dynamics of orientation coding in area V1 of the awake primate. Vis Neurosci 10: 811-825, 1993.
9. Chance FS, Nelson SB, and Abbott LF. Complex cells as cortically amplified simple cells. Nat Neurosci 2: 277-282, 1999.
10. Chapman B, Zahs KR, and Stryker MP. Relation of cortical cell orientation selectivity to alignment of receptive fields of the geniculocortical afferents that arborize within a single orientation column in ferret visual cortex. J Neurosci 11: 1347-1358, 1991.
11. Chen Y, Wang Y, and Qian N. Modeling V1 disparity tuning to time-varying stimuli. J Neurophysiol 86: 143-155, 2001.
12. Chung S and Ferster D. Strength and orientation tuning of the thalamic input to simple cells revealed by electrically evoked cortical suppression. Neuron 20: 1177-1189, 1998.
13. Douglas RJ, Koch C, Mahowald M, Martin KA, and Suarez HH. Recurrent excitation in neocortical circuits. Science 269: 981-985, 1995.
14. Douglas RJ, and Martin KA. Neuronal circuits of the neocortex. Annu Rev Neurosci 27: 419-451, 2004.
15. Dragoi V, Sharma J, Miller EK, and Sur M. Dynamics of neuronal sensitivity in visual cortex and local feature discrimination. Nat Neurosci 5: 883-891, 2002.
16. Dragoi V, Sharma J, and Sur M. Adaptation-induced plasticity of orientation tuning in adult visual cortex. Neuron 28: 287-298, 2000.
17. Felsen G, Shen YS, Yao H, Spor G, Li C, and Dan Y. Dynamic modification of cortical orientation tuning mediated by recurrent connections. Neuron 36: 945-954, 2002.
18. Ferster D. Orientation selectivity of synaptic potentials in neurons of cat primary visual cortex. J Neurosci 6: 1284-1301, 1986.
19. Ferster D. Spatially opponent excitation and inhibition in simple cells of the cat visual cortex. J Neurosci 8: 1172-1180, 1988.
20. Ferster D, Chung S, and Wheat H. Orientation selectivity of thalamic input to simple cells of cat visual cortex. Nature 380: 249-252, 1996.
21. Ferster D and Miller KD. Neural mechanisms of orientation selectivity in the visual cortex. Annu Rev Neurosci 23: 441-471, 2000.
22. Gabbott PL and Somogyi P. Quantitative distribution of GABA-immunoreactive neurons in the visual cortex (area 17) of the cat. Exp Brain Res 61: 323-331, 1986.
23. Gielen CC, van Gisbergen JA, and Vendrik AJ. Characterization of spatial and temporal properties of monkey LGN Y-cells. Biol Cybern 40: 157-170, 1981.
24. Gillespie DC, Lampl I, Anderson JS, and Ferster D. Dynamics of the orientation-tuned membrane potential response in cat primary visual cortex. Nat Neurosci 4: 1014-1019, 2001.
25. Hirsch JA, Alonso JM, Reid RC, and Martinez LM. Synaptic integration in striate cortical simple cells. J Neurosci 18: 9517-9528, 1998.
26. Hirsch JA, Martinez LM, Pillai C, Alonso JM, Wang Q, and Sommer FT. Functionally distinct inhibitory neurons at the first stage of visual cortical processing. Nat Neurosci 6: 1300-1308, 2003.
27. Horton JC and Sherk H. Receptive field properties in the cat's lateral geniculate nucleus in the absence of on-center retinal input. J Neurosci 4: 374-380, 1984.
28. Hubel DH and Wiesel TN. Receptive fields, binocular interaction and functional architecture in the cat's visual cortex. J Physiol 160: 106-154, 1962.
29. Hubel DH and Wiesel TN. Receptive fields and functional architecture of monkey striate cortex. J Physiol 195: 215-243, 1968.
30. Jones JP and Palmer LA. The two-dimensional spatial structure of simple receptive fields in cat striate cortex. J Neurophysiol 58: 1187-1211, 1987.
31. Kayser A, Priebe NJ, and Miller KD. Contrast-dependent nonlinearities arise locally in a model of contrast-invariant orientation tuning. J Neurophysiol 85: 2130-2149, 2001.
32. Krukowski AE and Miller KD. Thalamocortical NMDA conductances and intracortical inhibition can explain cortical temporal tuning. Nat Neurosci 4: 424-430, 2001.
33. Lauritzen TZ and Miller KD. Different roles for simple-cell and complex-cell inhibition in V1. J Neurosci 23: 10201-10213, 2003.
34. Martinez LM, Alonso JM, Reid RC, and Hirsch JA. Laminar processing of stimulus orientation in cat visual cortex. J Physiol 540: 321-333, 2002.
35. Mazer JA, Vinje WE, McDermott J, Schiller PH, and Gallant JL. Spatial frequency and orientation tuning dynamics in area V1. Proc Natl Acad Sci USA 99: 1645-1650, 2002.
36. McLaughlin D, Shapley R, Shelley M, and Wielaard DJ. A neuronal network model of macaque primary visual cortex (V1): orientation selectivity and dynamics in the input layer 4Calpha. Proc Natl Acad Sci USA 97: 8087-8092, 2000.
37. Mechler F and Ringach DL. On the classification of simple and complex cells. Vision Res 42: 1017-1033, 2002.
38. Monier C, Chavane F, Baudot P, Graham LJ, and Fregnac Y. Orientation and direction selectivity of synaptic inputs in visual cortical neurons: a diversity of combinations produces spike tuning. Neuron 37: 663-680, 2003.
39. Movshon JA, Thompson ID, and Tolhurst DJ. Receptive field organization of complex cells in the cat's striate cortex. J Physiol 283: 79-99, 1978a.
40. Movshon JA, Thompson ID, and Tolhurst DJ. Spatial and temporal contrast sensitivity of neurones in areas 17 and 18 of the cat's visual cortex. J Physiol 283: 101-120, 1978b.
41. Movshon JA, Thompson ID, and Tolhurst DJ. Spatial summation in the receptive fields of simple cells in the cat's striate cortex. J Physiol 283: 53-77, 1978c.
42. Pei X, Vidyasagar TR, Volgushev M, and Creutzfeldt OD. Receptive field analysis and orientation selectivity of postsynaptic potentials of simple cells in cat visual cortex. J Neurosci 14: 7130-7140, 1994.
43. Peters A and Payne BR. Numerical relationships between geniculocortical afferents and pyramidal cell modules in cat primary visual cortex. Cereb Cortex 3: 69-78, 1993.
44. Reid RC and Alonso JM. Specificity of monosynaptic connections from thalamus to visual cortex. Nature 378: 281-284, 1995.
45. Ringach DL, Hawken MJ, and Shapley R. Dynamics of orientation tuning in macaque primary visual cortex. Nature 387: 281-284, 1997.
46. Ringach DL, Hawken MJ, and Shapley R. Dynamics of orientation tuning in macaque V1: the role of global and tuned suppression. J Neurophysiol 90: 342-352, 2003.
47. Ringach DL, Shapley RM, and Hawken MJ. Orientation selectivity in macaque V1: diversity and laminar dependence. J Neurosci 22: 5639-5651, 2002.
48. Saul AB and Humphrey AL. Spatial and temporal response properties of lagged and nonlagged cells in cat lateral geniculate nucleus. J Neurophysiol 64: 206-224, 1990.
49. Schiller PH. Central connections of the retinal ON and OFF pathways. Nature 297: 580-583, 1982.
50. Schoups A, Vogels R, Qian N, and Orban G. Practising orientation identi-fication improves orientation coding in V1 neurons. Nature 412: 549-553, 2001.
51. Sclar G and Freeman RD. Orientation selectivity in the cat's striate cortex is invariant with stimulus contrast. Exp Brain Res 46: 457-461, 1982.
52. Series P, Latham PE, and Pouget A. Tuning curve sharpening for orientation selectivity: coding efficiency and the impact of correlations. Nat Neurosci 7: 1129-1135, 2004.
53. Shapley R, Hawken M, and Ringach D. Dynamics of orientation selectivity in the primary visual cortex and the importance of cortical inhibition. Neuron 38: 689-699, 2003.
54. Sharon D and Grinvald A. Dynamics and constancy in cortical spatiotemporal patterns of orientation processing. Science 295: 512-515, 2002.
55. Sherk H and Horton JC. Receptive field properties in the cat's area 17 in the absence of on-center geniculate input. J Neurosci 4: 381-393, 1984.
56. Shevelev IA, Eysel UT, Lazareva NA, and Sharaev GA. The contribution of intracortical inhibition to dynamics of orientation tuning in cat striate cortex neurons. Neuroscience 84: 11-23, 1998.
57. Shevelev IA, Sharaev GA, Lazareva NA, Novikova RV, and Tikhomirov AS. Dynamics of orientation tuning in the cat striate cortex neurons. Neuroscience 56: 865-876, 1993.
58. Sillito AM. The contribution of inhibitory mechanisms to the receptive field properties of neurones in the striate cortex of the cat. J Physiol 250: 305-329, 1975.
59. Sillito AM, Kemp JA, Milson JA, and Berardi N. A re-evaluation of the mechanisms underlying simple cell orientation selectivity. Brain Res 194: 517-520, 1980.
60. Skottun BC, Bradley A, Sclar G, Ohzawa I, and Freeman RD. The effects of contrast on visual orientation and spatial frequency discrimination: a comparison of single cells and behavior. J Neurophysiol 57: 773-786, 1987.
61. Skottun BC, De Valois RL, Grosof DH, Movshon JA, Albrecht DG, and Bonds AB. Classifying simple and complex cells on the basis of response modulation. Vision Res 31: 1079-1086, 1991.
62. Somers DC, Nelson SB, and Sur M. An emergent model of orientation selectivity in cat visual cortical simple cells. J Neurosci 15: 5448-5465, 1995.
63. Sompolinsky H and Shapley R. New perspectives on the mechanisms for orientation selectivity. Curr Opin Neurobiol 7: 514-522, 1997.
64. Stratford KJ, Tarczy-Hornoch K, Martin KA, Bannister NJ, and Jack JJ. Excitatory synaptic inputs to spiny stellate cells in cat visual cortex. Nature 382: 258-261, 1996.
65. Tanaka K. Cross-correlation analysis of geniculostriate neuronal relationships in cats. J Neurophysiol 49: 1303-1318, 1983.
66. Tao L, Shelley M, McLaughlin D, and Shapley R. An egalitarian network model for the emergence of simple and complex cells in visual cortex. Proc Natl Acad Sci USA 101: 366-371, 2004.
67. Teich AF and Qian N. Learning and adaptation in a recurrent model of V1 orientation selectivity. J Neurophysiol 89: 2086-2100, 2003.
68. Teich AF and Qian N. The modified feedforward model and the recurrent model are better suited for explaining the emergence of orientation tuning in simple and complex cells respectively. Program No. 370.8. 2004 Abstract Viewer/Itinerary Planner. Washington, DC: Society for Neuroscience, 2004, Online.
69. Treue S, Hol K, and Rauber HJ. Seeing multiple directions of motion-physiology and psychophysics. Nat Neurosci 3: 270-276, 2000.
70. Troyer TW, Krukowski AE, and Miller KD. LGN input to simple cells and contrast-invariant orientation tuning: an analysis. J Neurophysiol 87: 2741-2752, 2002.
71. Troyer TW, Krukowski AE, Priebe NJ, and Miller KD. Contrast-invariant orientation tuning in cat visual cortex: thalamocortical input tuning and correlation-based intracortical connectivity. J Neurosci 18: 5908-5927, 1998.
72. Tsumoto T, Eckart W, and Creutzfeldt OD. Modification of orientation sensitivity of cat visual cortex neurons by removal of GABA-mediated inhibition. Exp Brain Res 34: 351-363, 1979.
73. Vidyasagar TR and Siguenza JA. Relationship between orientation tuning and spatial frequency in neurones of cat area 17. Exp Brain Res 57: 628-631, 1985.
74. Wielaard DJ, Shelley M, McLaughlin D, and Shapley R. How simple cells are made in a nonlinear network model of the visual cortex. J Neurosci 21: 5203-5211, 2001.