The behavioral receptive field underlying motion integration for primate tracking eye movements

Neuroscience and Biobehavioral Reviews

Volumn 36, Issue 1, 2012, Pages 1-25

  Masson, Guillaume S ^a   Perrinet, Laurent U ^a  

^a AIX MARSEILLE UNIVERSITY   (France)

Author keywords

Gain control; Isomorphism; Motion integration; Optic flow; Sensorimotor transformation; Spatial summation; Tracking eye movements

Indexed keywords

ANIMAL BEHAVIOR; BRAIN CORTEX; DYNAMICS; EYE TRACKING; GAZE; HUMAN; LATENT PERIOD; LINEAR SYSTEM; LUMINANCE; MATHEMATICAL ANALYSIS; MOTOR CONTROL; MOVEMENT PERCEPTION; NONHUMAN; NONLINEAR SYSTEM; PRIMATE; PRIORITY JOURNAL; PSYCHOPHYSICS; RECEPTIVE FIELD; REVIEW; SENSORIMOTOR INTEGRATION; SMOOTH PURSUIT EYE MOVEMENT; SPATIAL DISCRIMINATION; SUBCORTEX; VELOCITY; VISUOMOTOR COORDINATION;

ANIMALS; EYE MOVEMENTS; HUMANS; MODELS, BIOLOGICAL; MOTION PERCEPTION; NEURONS; PRIMATES; SENSORY GATING; SPACE PERCEPTION; VISUAL FIELDS; VISUAL PATHWAYS;

EID: 82855175290     PISSN: 01497634     EISSN: 18737528     Source Type: Journal    
DOI: 10.1016/j.neubiorev.2011.03.009     Document Type: Review

References (208)

1. Adelson E.H. Some new motion illusions, and some old ones, analyzed in terms of their Fourier components. Invest. Ophth. Vis. Sci. 1982, 34:144.
2. Adelson E.H., Movshon J.A. Phenomenal coherence of moving visual patterns. Nature 1982, 300:523-525.
3. Adelson E.H., Bergen J.R. Spatiotemporal energy models for the perception of motion. J. Opt. Soc. Am. A 1985, 2:284-299.
4. Ahumada A.J. Perceptual classification images from Vernier acuity masked by noise. Perception 1996, 16:18.
5. Ahumada A.J. Classification image weights and internal noise level estimation. J. Vis. 2002, 2:121-131.
6. Albrecht D.G. Visual cortex neurons in monkey and cat: effect of contrast on the spatial and temporal phase transfer functions. Vis. Neurosci. 1995, 12:1191-1210.
7. Albrecht D.G., Hamilton D.B. Striate cortex of monkey and cat: contrast response function. J. Neurophysiol. 1982, 48:217-237.
8. Albrecht D.G., Geisler W.S., Frazor R.A., Crane A.M. Visual cortex neurons of monkeys and cats: temporal dynamics of the contrast response function. J. Neurophysiol. 2002, 88:888-913.
9. Albrecht D.G., Geisler W.S., Crane A.M. Nonlinear properties of visual cortex neurons: temporal dynamics, stimulus selectivity, neural performance. The Visual Neurosciences 2003, 747-764. MIT Press, Cambridge. L.M. Chalupa, J.S. Werner (Eds.).
10. Albright T.D., Desimone R. Local precision of visuotopic organization in the middle temporal area (MT) of the macaque. Exp. Brain Res. 1987, 65:582-592.
11. Albright T.D., Stoner G.R. Visual motion perception. Proc. Nat Acad. Sci. U. S. A. 1995, 92:2433-2440.
12. Allman J., Meizin F., McGuiness E. Direction- and velocity specific responses from beyond the classical receptive field in the middle temporal visual area (MT). Perception 1985, 14:105-126.
13. Anstis S.M. Phi movement as a subtraction process. Vision Res. 1975, 10:1411-1430.
14. Bair W., Cavanaugh J.R., Movshon J.A. Time course and time-distance relationships for surround suppression in macaque V1 neurons. J. Neurosci. 2003, 23:7690-7701.
15. Balboa R.M., Grzywacz N.M. Occlusions and their relationships with the distribution of contrast in natural images. Vision Res. 2000, 40:2661-2689.
16. Baro J.A., Levinson E. Apparent motion can be perceived between patterns with dissimilar frequencies. Vision Res. 1988, 28:1311-1313.
17. Barthélemy F.V., Vanzetta I., Masson G.S. A behavioral receptive field for ocular following: dynamics of spatial summation and center-surround interactions. J. Neurophysiol. 2006, 95:3712-3726.
18. Barthélemy F.V., Masson G.S. Spatial integration of motion for human and monkey ocular following. Soc. Neurosci Abstr. 2006, 735.5/L3.
19. Barthélemy F.V., Perrinet L.U., Castet E., Masson G.S. Dynamics of distributed 1D and 2D motion representation for short-latency ocular following. Vision Res. 2008, 48:501-522.
20. Barthélemy F.V., Fleuriet J., Masson G.S. Temporal dynamics of 2D motion integration for ocular following in macaque monkeys. J. Neurophysiol. 2010, 103:1275-1282.
21. Benson P.J., Guo K. Stages in motion processing revealed by the ocular following response. NeuroReport 1999, 10:3803-3807.
22. Berman R.A., Wurtz R.H. Signals conveyed in the pulvinar pathway from superior colliculus to cortical area MT. J. Neurosci. 2011, 31:373-384.
23. Born R.T., Bradley D.C. Structure and function of visual area MT. Annu. Rev. Neurosci. 2005, 28:157-189.
24. Born R.T., Pack C.C., Ponce C.R., Li S. Temporal evolution of 2-dimensional direction signals used to guide eye movements. J. Neurophysiol. 2006, 95:284-300.
25. Braddick O. A short-range process in apparent motion. Vision Res. 1974, 14:519-527.
26. Braddick O. Segmentation versus integration in visual motion processing. Trends Neurosci. 1993, 16:263-268.
27. Brown R.O., He S. Visual motion of missing-fundamental patterns: motion-energy versus feature correspondence. Vision Res. 2000, 40:2135-2147.
28. Busettini C., Fitzgibbon E.J., Miles F.A. Short-latency vergence in humans. J. Neurophysiol. 2001, 85:1129-1152.
29. Busettini C., Masson G.S., Miles F.A. Radial optic flow induces vergence eye movements with ultra-short latencies. Nature 1997, 390:512-515.
30. Busettini C., Masson G.S., Miles F.A. A role for stereoscopic depth cues in the rapid visual stabilization of the eyes. Nature 1996, 380:342-345.
31. Carl J.R., Gellman R.S. Human smooth pursuit: stimulus-dependent responses. J. Neurophysiol. 1987, 57:1446-1463.
32. Cavanagh P., Mather G. Motion: the long and short of it. Spat. Vis. 1989, 4(2-3):103-129.
33. Cavanaugh J.R., Bair W., Movshon J.A. Selectivity and spatial distribution of signals from the receptive field surround in macaque V1 neurons. J. Neurophysiol. 2002, 88:2547-2556.
34. Cavanaugh J.R., Bair W., Movshon J.A. Nature and interactions of signals from the receptive field center and surround in macaque V1 neurons. J. Neurophysiol. 2002, 88:2530-2546.
35. Chen K.J., Sheliga B.M., Fitzgibbon E.J., Miles F.A. Initial ocular following in humans depends critically on the fourier components of the motion stimulus. Ann. N. Y. Acad. Sci. 2005, 1039:260-271.
36. Chen Y., Geisler W.S., Seidemann E. Optimal decoding of correlated neural population responses in the primate visual cortex. Nat. Neurosci. 2006, 9(11):1412-1420.
37. Chen C.C., Kasamatsu P., Polat U., Norcia A.M. Contrast response characteristics of long-range lateral interactions in cat striate cortex. NeuroReport 2001, 12:655-661.
38. Cheng K., Hasagawa T., Saleem K.S., Tanaka K. Comparison of neuronal selectivity for stimulus speed, length, and contrast in prestriate visual cortical area V4 and MT of the macaque monkey. J. Neurophysiol. 1994, 71:2269-2280.
39. Chubb C., Sperling G. Two motion perception mechanisms revealed through distance-driven reversal of apparent motion. Proc. Natl. Acad. Sci. U.S.A. 1989, 86:2985-2989.
40. Cohen B., Matsuo V., Raphan T. Quantitative analysis of the velocity characteristics of optokinetic nystagmus and optokinetic after-nystagmus. J. Physiol. (Lond.) 1977, 270:321-344.
41. Crowder N.A., Price N.S.C., Mustari M.J., Ibbotson M.R. Direction and contrast tuning of macaque MSTd neurons during saccades. J. Neurophysiol. 2009, 101:3100-3107.
42. Cumming B.G., Parker A.J. Responses of primary visual cortical neurons to binocular disparity without depth perception. Nature 1997, 389:280-283.
43. Daugman J.G. Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters. J. Opt. Soc. Am. A 1985, 2:1160-1169.
44. DeAngelis G.C., Freeman R.D., Ohzawa I. Length and width tuning of neurons in cat's primary visual cortex. J. Neurophysiol. 1994, 68:144-163.
45. Delicato L.S., Derrington A.M. Coherent motion perception fails at low contrast. Vision Res. 2005, 45:2310-2320.
46. Derrington A.M., Badcock D.R. Two-stage analysis of the motion of 2-dimensional patterns: what is the first stage?. Vision Res. 1992, 32:691-698.
47. Derrington A.M., Allen H., Delicato L. Visual mechanisms of motion analysis and motion perception. Annu. Rev. Psychol. 2004, 55:181-205.
48. De Valois R.L., De Valois K.K. Spatial Vision. Oxford Psychology Series 1990, vol. 15. Oxford University Press, London, New York.
49. Drewes J., Barthélemy F.V., Masson G.S. Optimal speed estimation for ocular following responses in humans is based on natural scene statistics. Soc. Neurosci. Abstr. 2007, 617.3/PP5.
50. Dodge R. Five types of eye movements in the horizontal meridian plane of the field of regard. Am. J. Physiol. 1903, 8:307-329.
51. Dow B.M., Snyder A.Z., Vautin R.G., Bauer R. Magnification factor and receptive field size in foveal striate cortex of the monkey. Exp. Brain Res. 1981, 44:213-228.
52. Duffy C.J., Wurtz R.H. Sensitivity of MST neurons to optic flow stimuli. I. A continuum of responses selectivity to large-field stimuli. J. Neurophysiol. 1991, 65:1329-1345.
53. Duffy C.J., Wurtz R.H. Sensitivity of MST neurons to optic flow stimuli. II. Mechanisms of response selectivity revealed by small-field stimuli. J. Neurophysiol. 1991, 65:1346-1359.
54. Emerson R.C., Adelson E.H., Bergen J.R. Directionally-selective complex cells and the computation of motion energy in cat visual cortex. Vision Res. 1992, 32:203-219.
55. Ehrenstein W.H., Spillmann L., Sarris V. Gestalt issues in modern neurosciences. Axiomathes 2003, 13:433-458.
56. Erlhagen W., Bastian A., Jancke D., Riehle A., Schöner G. The distribution of neuronal population activation (DPA) as a tool to study interaction and integration in cortical representation. J. Neurosci. Meth. 1999, 94:53-66.
57. Ferrera V.P. Task-dependent modulation of the sensorimotor transformation for smooth pursuit eye movements. J. Neurophysiol. 2000, 84:2725-2738.
58. Ferrera V.P., Lisberger S.G. The effect of a moving distractor on the initiation of smooth-pursuit eye movements. Vis. Neurosci. 1997, 15:7472-7484.
59. Frazor R.A., Geisler W.S. Local luminance and contrast in natural images. Vision Res. 2006, 46:1585-1598.
60. Gellman R.S., Carl J.R., Miles F.A. Short-latency ocular following responses in man. Vis. Neurosci. 1990, 5:107-122.
61. Glickstein M., Gerrits N., Kralj-Hans I., Mercier B., Stein H., Voogd J. Visual pontocerebellar projections in the macaque. J. Comp. Neurol. 1994, 349:51-72.
62. Grossberg S. Contour enhancement, short-term memory and constancies in reverberating neural networks. Stud. Appl. Math. 1973, 52:213-257.
63. Gomi H., Shidara M., Takemura A., Inoue K., Kawano K., Kawato M. Temporal firing of Purkinje cells in the cerebellar ventral paraflocullus during ocular following responses in monkey. I. Simple spikes. J. Neurophysiol. 1998, 80:832-848.
64. Grossberg S., Mingolla E., Viswanathan L. Neural dynamics of motion integration and segmentation within and across apertures. Vision Res. 2001, 41:2521-2553.
65. Guo K., Benson P.J. Grating and plaid chrominance motion influences the suppressed ocular following response. NeuroReport 1999, 10:387-392.
66. Hawken M.J., Shapley R.M., Grosof D.H. Temporal frequency selectivity in monkey visual cortex. Vis. Neurosci. 1996, 13:477-492.
67. Hayashi R., Miura K., Tabata H., Kawano K. Eye movements in response to dichoptic motion: evidence for a parallel-hierarchical structure of visual motion processing in primates. J. Neurophysiol. 2008, 99:2329-2346.
68. Hayashi R., Sugita Y., Nishida S., Kawano K. How motion signals are integrated across frequencies: study on motion perception and ocular following responses using multiple-slit stimuli. J. Neurophysiol. 2010, 103:230-243.
69. Hendry S.H., Reid R.C. The koniocellular pathway in primate vision. Annu. Rev. Neurosci. 2000, 23:127-153.
70. Heeger D.J. Modeling simple-cell direction selectivity with normalized, half-squared, linear operators. J. Neurophysiol. 1993, 70:1885-1898.
71. Henriksson L., Nurminen L., Hyvärinen A., Vanni S. Spatial frequency tuning in retinotopic visual areas. J. Vision 2008, 8(10):1-13. 5.
72. Howard I.P., Simpson W.A. Human optokinetic nystagmus is linked to the stereoscopic system. Exp. Brain Res. 1989, 78:309-314.
73. Huang X., Lisberger S.G. Noise correlations in cortical area MT and their potential impact on trial-by-trial variation in the direction and speed of smooth-pursuit eye movements. J. Neurophysiol. 2009, 101(6):3012-3030.
74. Ilg U.J. The role of area MT and MST in coding visual motion underlying the execution of smooth pursuit. Vision Res. 2008, 48:2062-2069.
75. Ilg U.J. Slow eye movements. Prog. Neurobiol. 1997, 53:293-329.
76. Inoue Y., Takemura A., Kawano M.J., Mustari M.J. Role of the prectectal nucleus of the optic tract in short-latency ocular following responses in monkeys. Exp. Brain Res. 2000, 131:269-281.
77. Jancke D., Erlhagen W., Dinse H.R., Akhavan A.C., Giese M.A., Steinhage A., Schöner G. Parametric population representation of retinal location: neuronal interaction dynamics in cat primary visual cortex. J. Neurosci. 1999, 19:9016-9028.
78. Jung R., Spillman L. Receptive-field estimation and perceptual integration in human vision. Early experience and visual information processing in perceptual and reading disorders. National Academy of Sciences Proceedings 1970, 181-197. F.A. Young, D.B. Lindsley (Eds.).
79. Kawano K. Ocular tracking: behavior and neurophysiology. Curr. Opin. Neurobiol. 1999, 9:467-473.
80. Kawano K., Shidara M., Watanabe Y., Yamane S. Neural activity in cortical area MST of alert monkey during ocular following responses. J. Neurophysiol. 1994, 71:2305-2334.
81. Kawano K., Shidara M., Yamane S. Neural activity in dorsolateral pontine nucleus of alert monkey during ocular following responses. J. Neurophysiol. 1992, 67:680-703.
82. Keller E.L., Heinen S.J. Generation of smooth-pursuit eye movements: neuronal mechanisms and pathways. Neurosci. Res. 1991, 11:79-107.
83. Kelly D.H. Visual response to time-dependent stimuli. I. Amplitude sensitivity measurements. J. Opt. Soc. Am. 1961, 51:422-429.
84. Kelly D.H. Theory of flicker and transient responses. I. Uniform fields. J. Opt. Soc. Am. 1971, 61:537-546.
85. Kelly D.H. Theory of flicker and transient responses. II. Counterphase gratings. J. Opt. Soc. Am. 1971, 61:632-640.
86. Kimmig H.G., Miles F.A., Schwarz U. Effects of stationary textured background on the initiation of pursuit eye movements in monkeys. J. Neurophysiol. 1992, 68:2147-2164.
87. Knierim J.J., Van Essen D.C. Neuronal responses to static texture patterns in area V1 of the alert macaque monkey. J. Neurophysiol. 1992, 41:1071-1095.
88. Kodaka Y., Wada Y., Kawano K. Ocular responses to forward motion in monkeys: visual modulation at ultra-short latencies. Exp. Brain Res. 2003, 148:541-544.
89. Kodaka Y., Sheliga B.M., FitzGibbon E.J., Miles F.A. The vergence eye movements induced by radial optic flow: some fundamental properties of the underlying local-motion detectors. Vision Res. 2007, 47:2637-2660.
90. Kowler E., Steinman R.M. The effect of expectation on slow oculomotor control. II. Single target displacements. Vision Res. 1979, 19:633-646.
91. Krauzlis R.J. Recasting the smooth pursuit eye movement system. J. Neurophysiol. 2004, 91:591-603.
92. Krauzlis R.J., Stone L.S. Tracking with the mind's eye. Trends Neurosci. 1999, 22:544-550.
93. Krekelberg B., Albright T.D. Motion mechanisms in macaque MT. J. Neurophysiol. 2004, 93:2908-2921.
94. Lamme V.F. The neurophysiology of figure-ground segregation in primary visual cortex. J. Neurosci. 1995, 15:1605-1615.
95. Leigh R.J., Zee D.S. The Neurology of Eye Movements 2006, Oxford University Press. IVth edition.
96. Lisberger S.G. Visual guidance of smooth-pursuit eye movements: sensation, action and what happens in between. Neuron 2010, 66:477-491.
97. Lisberger S.G., Miles F.A., Optican L.M., Eighmy B.B. Optokinetic responses in monkey: underlying mechanisms and their sensitivity to long-term adaptive changes in vestibuloocular reflexes. J. Neurophysiol. 1981, 45:869-890.
98. Lisberger S.G., Ferrera V.P. Vector averaging for smooth pursuit eye movements initiated by two moving targets in monkeys. J. Neurosci. 1997, 17:7490-7502.
99. Lisberger S.G., Movshon J.A. Visual motion analysis for pursuit eye movements in area MT of macaque monkeys. J. Neurosci. 1999, 19:2224-2246.
100. Lisberger S.G., Morris E.J., Tychsen L. Visual motion processing and sensory-motor integration for smooth pursuit eye movements. Annu. Rev. Neurosci. 1987, 10:97-129.
101. Lorenceau J., Zago L. Cooperative and competitive spatial interactions in motion integration. Vis. Neurosci. 1999, 16:755-770.
102. Lu Z.L., Sperling G. Three-systems theory of human visual motion perception: review and update. J. Opt. Soc. Am. A 2001, 18:2331-2370.
103. Lu Z.L., Sperling G. The functional architecture of human visual motion perception. Vision Res. 1995, 35:2697-2722.
104. Lui L.L., Bourne J.A., Rosa M.G.P. Spatial and temporal frequency selectivity of neurons in the middle temporal visual area of new world monkeys. Eur. J. Neurosci. 2007, 25:1780-1792.
105. MacNeilage P.R., Ganesan N., Angelaki D. Computational approaches to spatial orientation: from transfer function to dynamic Bayesian inference. J. Neurophysiol. 2008, 100:2981-2996.
106. Masson G.S. From 1D to 2D via 3D: dynamics of surface motion segmentation for ocular tracking in primates. J. Physiol. (Paris) 2004, 98:35-52.
107. Masson G.S., Ilg U.W. Dynamics of Biological Motion 2010, Springer-Verlag, New-York.
108. Masson G.S., Busettini C., Miles F.A. Vergence eye movements in response to binocular disparity without depth perception. Nature 1997, 389:283-286.
109. Masson G.S., Castet E. Parallel motion processing for the initiation of short-latency ocular following in humans. J. Neurosci. 2002, 22:5149-5163.
110. Masson G.S., Busettini C., Yang D.-S., Miles F.A. Short-latency ocular following in humans: sensitivity to binocular disparity. Vision Res. 2001, 41:3371-3387.
111. Masson G.S., Stone L.S. From following edges to pursuing objects. J. Neurophysiol. 2002, 88:2869-2873.
112. Masson G.S., Yang D.-S., Miles F.A. Reversed short-latency ocular following. Vision Res. 2002, 42:2081-2087.
113. Masson G.S., Yang D.-S., Miles F.A. Version and vergence eye movements in humans: open-loop dynamics determined by monocular rather than binocular image speed. Vision Res. 2002, 32:2853-2867.
114. Masson G.S., Rybarczyk Y., Castet E., Mestre D.R. Temporal dynamics of motion integration for the initiation of tracking eye movements at ultra-short latencies. Vis. Neurosci. 2000, 17(5):753-767.
115. Masson G.S., Montagnini A., Ilg U.J. When the brain meets the eye: tracking object motion. Dynamics of Visual Motion Processing 2010, 161-188. Springer-Verlag, New York. G.S. Masson, U.J. Ilg (Eds.).
116. Maunsell J.H.R., Van Essen D.C. Functional properties of neurons in middle temporal visual areas of the macaque monkey. II. Binocular interactions and sensitivity to binocular disparity. J. Neurophysiol. 1983, 49:1148-1167.
117. Mestre D.R., Masson G.S. Ocular responses to motion parallax stimuli: the role of perceptual and attentional factors. Vision Res. 1997, 37:1627-1641.
118. Miles F.A. The sensing of rotational and translational optic flow by the primate optokinetic system. Rev. Oculomot. Res. 1993, 5:393-403.
119. Miles F.A. Visual stabilization of the eyes in primates. Curr. Opin. Neurobiol. 1997, 7:867-871.
120. Miles F.A. The neural processing of 3-D visual information: evidence from eye movements. Eur. J. Neurosci. 1998, 10:811-822.
121. Miles F.A., Busettini C., Masson G.S., Yang D.-S. Short-latency eye movements: evidence for rapid, parallel processing of optic flow. Optic Flow and Beyond 2004, 70-107. Kluwer Academic Press. L.M. Vaina, S.A. Beardsley, S. Rushton (Eds.).
122. Miles F.A., Kawano K., Optican L.M. Short-latency ocular following responses of monkey. I. Dependence on temporospatial properties of visual input. J. Neurophysiol. 1986, 56:1321-1354.
123. Miles F.A., Kawano K. Short-latency ocular following responses of monkey. III. Plasticity. J. Neurophysiol. 1986, 56:1381-1386.
124. Miles F.A., Sheliga B.M. Motion detection for reflexive tracking. Dynamics of Biological Motion 2010, Springer-Verlag, New York. G.S. Masson, U.J. Ilg (Eds.).
125. Mingolla E., Todd J.T., Norman J.F. The perception of globally coherent motion. Vision Res. 1992, 32:1015-1031.
126. Miura K., Matsuura K., Taki M., Tabata H., Inada N., Kawano K., Miles F.A. The visual motion detectors underlying ocular following responses in monkeys. Vision Res. 2006, 46:869-878.
127. Movshon J.A., Adelson E.H., Gizzi M.S., Newsome W.T. The analysis of visual moving patterns. Pattern Recognition Mechanisms 1985, 117-151. Springer-Verlag, New York. C. Chagas, R. Gattass, C. Gross (Eds.).
128. Movshon J.A., Newsome W.T. Visual response properties of striate cortical neurons projecting to area MT in macaque monkeys. J. Neurosci. 1996, 16:7733-7741.
129. Murasugi C.M., Howard I.P., Ohmi M. Human optokinetic nystagmus: competition between stationary and moving display. Percept. Psychophys. 1989, 45:137-144.
130. Murray R.F., Sekuler A.B., Bennett P.J. A linear cue combination framework for understanding selective attention. J. Vision 2003, 3:116-145.
131. Nakayama K., Loomis J.M. Optical velocity patterns, velocity-sensitive neurons and space perception: a hypothesis. Perception 1974, 3:63-80.
132. Naka K.I., Rushton W.A. S-potentials from luminosity units in the retina of fish (Cyprinidae). J. Physiol. (Lond.) 1966, 185:587-599.
133. Nakayama K. Biological motion processing: a review. Vision Res. 1985, 25:625-660.
134. Neri P. Estimation of nonlinear psychophysical kernels. J. Vision 2004, 4:82-91.
135. Neri P., Levi D.M. Receptive versus perceptive fields from the reverse-correlation viewpoint. Vision Res. 2006, 46:2465-2474.
136. Neri P., Parker A.J., Blakemore C. Probing the human stereoscopic image features with reverse correlation. Nature 1999, 401:695-698.
137. Nienborg H., Bridge H., Parker A.J., Cumming B.G. Neuronal computation of disparity in V1 limits temporal resolution for detecting disparity modulation. J. Neurosci. 2005, 25:10207-10219.
138. Nover H., Anderson C.H., DeAngelis G.C. A logarithmic, scale-invariant representation of speed in macaque middle temporal area accounts for speed discrimination performance. J. Neurosci. 2005, 25:10049-10060.
139. Nurminen L., Kilpeläinen M., Laurinen P., Vanni S. Area summation in human visual system: psychophysics, fMRI and modeling. J. Neurophysiol. 2009, 102:2900-2909.
140. O'Keefe L.P., Movshon J.A. Processing of first- and second-order motion signals in cortical area MT of the macaque monkey. Vis. Neurosci. 1998, 15:305-317.
141. Orban G., Van Essen D., Vanduffel W. Comparative mapping of higher visual areas in monkeys and humans. Trends Cogn. Sci. 2004, 8:315-324.
142. Osborne L.C., Bialek W., Lisberger S.G. Time course of information about motion direction in visual area MT of macaque monkeys. J. Neurosci. 2004, 24:3210-3222.
143. Osborne L.C., Lisberger S.G., Bialek W. A sensory source for motor variation. Nature 2005, 437:412-416.
144. Osborne L.C., Hohl S.S., Bialek W., Lisberger S.G. Time-course of precision in smooth-pursuit eye movements of monkeys. J. Neurosci. 2007, 27:2987-2998.
145. Pack C.C., Born R.T. Temporal dynamics of a neural solution to the aperture problem in visual area MT. Nature 2001, 409:1040-1042.
146. Pack C.C., Berezovskii V.K., Born R.T. Dynamic properties of neurons in cortical area MT in alert and anesthetized macaque monkeys. Nature 2001, 414:905-908.
147. Pack C.C., Gartland A.J., Born R.T. Integration of contour and terminator signals in visual area MT of the alert macaque. J. Neurosci. 2004, 31:3268-3280.
148. Pack C.C., Hunter J.N., Born R.T. Contrast dependence of suppressive influences in cortical area MT of alert macaque. J. Neurophysiol. 2005, 93:1809-1815.
149. Pantle A., Turano K. Visual resolution of motion ambiguity with periodic luminance- and contrast-domain stimuli. Vision Res. 1992, 32:2093-2106.
150. Perrinet L.U., Masson G.S. Modeling spatial integration in the ocular following response using a probabilistic framework. J. Physiol. (Paris) 2007, 101:46-55.
151. Priebe N.J., Churchland M.A., Lisberger S.G. Reconstruction of target speed for the guidance of smooth pursuit eye movements. J. Neurosci. 2001, 21:3196-3206.
152. Priebe N.J., Cassanello C.R., Lisberger S.G. The neural representation of speed in macaque area MT/V5. J. Neurosci. 2003, 23:5650-5661.
153. Priebe N.J., Lisberger S.G. Estimating target speed from the population response in visual area MT. J. Neurosci. 2004, 24:1907-1916.
154. Rashbass C. The relationship between saccadic and smooth tracking eye movements. J. Physiol. (Lond.) 1961, 159:326-338.
155. Recanzone G.H., Wurtz R.H., Schwarz U. Responses of MT and MST neurons to one and two moving objects in the receptive field. J. Neurophysiol. 1997, 78:2904-2915.
156. Recanzone G.H., Wurtz R.H. Smooth pursuit initiation and MT and MST neuronal activity under different stimulus conditions. J. Neurophysiol. 1999, 82:1710-1727.
157. Recanzone G.H., Wurtz R.H. Effects of attention on area MT and MST neuronal activity during pursuit initiation. J. Neurophysiol. 2000, 83:777-790.
158. Reynaud A., Barthélemy F.V., Masson G.S., Chavane F. Input-output transformation in the visuo-oculomotor loop: comparison of real-time optical imaging recordings in V1 to ocular following responses upon center-surround interactions. Arch. Ital. Biol. 2007, 145:251-262.
159. Reynolds J.H., Chelazzi L., Desimone R. Competitive mechanisms subserve attention in macaque areas V2 and V4. J. Neurosci. 1999, 19:1736-1753.
160. Reynolds J.H., Heeger D.J. The normalization model of attention. Neuron 2009, 61:168-185.
161. Ringach D.L. Tuning of orientation detectors in human vision. Vision Res. 1998, 38:963-972.
162. Roufs J.A.J. Dynamic properties of vision. I. Experimental relationships between flicker and flash thresholds. Vision Res. 1972, 12:261-278.
163. Rubin N., Hochstein S. Isolating the effect of one-dimensional motion signals on the perceived direction of moving two-dimensional object. Vision Res. 1993, 33:1385-1396.
164. Rust N.C., Mante V., Simoncelli E.P., Movshon J.A. How MT cells analyze the motion of visual patterns. Nat. Neurosci. 2006, 9:1421-1431.
165. Schwartz O., Simoncelli E.P. Natural signal statistics and sensory gain control. Nat. Neurosci. 2001, 4:819-826.
166. Sclar G., Maunsell J.H.R., Lennie P. Coding of image contrast in central visual pathways of the macaque monkey. Vision Res. 1990, 30:1-10.
167. Sceniak M.P., Ringach D., Hawken M.J., Shapley R. Contrast's effect on spatial summation by macaque V1 neurons. Nat. Neurosci. 1999, 2:733-739.
168. Shapley R. Visual sensitivity and parallel pathways. Annu. Rev. Psychol. 1990, 41:635-658.
169. Sheliga B.M., Chen K.J., FitzGibbon E.J., Miles F.A. Initial ocular following in humans: a response to first-order motion energy. Vision Res. 2005, 45:3307-3321.
170. Sheliga B.M., Chen K.J., FitzGibbon E.J., Miles F.A. The initial ocular following responses elicited by apparent-motion stimuli: reversal by inter-stimulus intervals. Vision Res. 2006, 46:979-992.
171. Sheliga B.M., Kodaka Y., FitzGibbon E.J., Miles F.A. Human ocular following initiated by competing image motions: evidence for a winner-take-all mechanism. Vision Res. 2006, 46:2041-2060.
172. Sheliga B.M., FitzGibbon E.J., Miles F.A. Human ocular following: evidence that responses to large-field stimuli are limited by local and global inhibitory influences. Prog. Brain Res. 2008, 171:237-243.
173. Sheliga B.M., FitzGibbon E.J., Miles F.A. Spatial summation properties of ocular following response (OFR): evidence for nonlinearities due to local and global inhibitory interactions. Vision Res. 2008, 48:1758-1776.
174. Sheliga B.M., FitzGibbon E.J., Miles F.A. The initial torsional ocular following response (fOFR): a response to motion energy in the stimulus?. J. Vision 2009, 9(12). 2.1-38.
175. Sherrington The Integrative Action of the Nervous System 1906, Charles Scribner's Sons, New York.
176. Shidara M., Kawano K. Role of Purkinje cells in the ventral paraflocullus in short-latency ocular following responses. Exp. Brain Res. 1993, 93:185-195.
177. Singh K.D., Smith A.T., Greenlee M.W. Spatiotemporal frequency and direction sensitivities of human visual areas measured using fMRI. Neuroimage 2000, 12:550-564.
178. Shiori S., Cavanagh P. ISI produces reverse apparent motion. Vision Res. 1990, 30:757-768.
179. Shipp S., Zeki S. The organisation of connections between areas V5 and V1 in macaque monkey visual cortex. Eur. J. Neurosci. 1989, 1:308-331.
180. Simoncelli E.P., Heeger D.J. A model of neuronal responses in visual area MT. Vision Res. 1996, 36:743-761.
181. Simoncini C., Perrinet L.U., Montagnini A., Mamassian P., Masson G.S. Different pooling of information for perceptual speed discrimination and behavioural speed estimation. J. Vision. 2010, 10(7):837.
182. Sincich L.C., Park K.F., Wohlgemuth M.J., Horton J.C. Bypassing V1: a direct geniculate input to area MT. Nat. Neurosci. 2004, 7:1123-1128.
183. Sit Y.F., Chen Y., Geisler W.S., Miikkulainen R., Seidemann E. Complex dynamics of V1 population responses explained by a simple gain-control model. Neuron 2010, 64:943-956.
184. Smith A.T. Correspondance-based and energy-based detection of second-order motion in human vision. J. Opt. Soc. Am. A 1994, 11:1940-1948.
185. Smith M.A., Majaj N.J., Movshon J.A. Dynamics of motion signalling by neurons in macaque monkeys. Nat. Neurosci. 2005, 8:220-228.
186. Solomon J.A. Noise reveals mechanisms of detection and discrimination. J. Vision 2002, 2:105-120.
187. Spillman L. From perceptive fields to Gestalt. Prog. Brain Res. 2006, 155:67-92.
188. Swanson W.H., Ueno T., Smith T.C., Pokorny J. Temporal modulation sensitivity and pulse-detection thresholds for chromatic and luminance perturbations. J. Opt. Soc. Am. A 1987, 4:1992-2005.
189. Tadin D., Lappin J.S. Optimal size for perceiving motion decreases with contrast. Vision Res. 2005, 45:2059-2064.
190. Tadin D., Lappin J.S., Gilroy L.A., Blake R. Perceptual consequences of centre-surround antagonism in visual motion processing. Nature 2003, 424:312-315.
191. Takemura A., Inoue Y., Kawano K., Quaia C., Miles F.A. Single-unit activity in cortical area MST associated with disparity-vergence eye movements. J. Neurophysiol. 2001, 85:2245-2266.
192. Takemura A., Kawano K. Sensory-to-motor processing of the ocular following response. Neurosci. Res. 2002, 43:201-206.
193. Takemura A., Kawano K., Quaia C., Miles F.A. Population coding in area MST. Ann. N. Y. Acad. Sci. 2002, 956:284-296.
194. Takemura A., Murata Y., Kawano K., Miles F.A. Deficits in short-latency tracking eye movements after chemical lesions in areas MT and MST. J. Neurosci. 2007, 27:529-541.
195. Takeuchi T., De Valois K.K. Motion-reversal reveals two motion mechanisms functioning in scotopic vision. Vision Res. 1997, 37:745-755.
196. Takeuchi T., De Valois K.K., Motoyoshi I. Light adaptation in motion direction judgments. J. Opt. Soc. Am. A 2001, 18:755-764.
197. Tlapale E., Masson G.S., Kornprobst P. Modelling the dynamics of motion integration with a new luminance-gated diffusion mechanism. Vision Res. 2010, 50(17):1676-1692.
198. Tsui J.M., Hunter J.N., Born R.T., Pack C.C. The role of V1 surround suppression in MT motion integration. J. Neurophysiol. 2010, 103:3123-3138.
199. Ullman S. The Interpretation of Visual Motion 1979, MIT, Cambridge, 229 pp.
200. Van Santen J.P., Sterling G. Temporal covariance model of human motion perception. J. Opt. Soc. Am. A 1984, 2:300-321.
201. Wallace J., Stone L.S., Masson G.S. Object motion computation for the initiation of smooth pursuit eye movements in humans. J. Neurophysiol. 2005, 93:2279-2293.
202. Watson A.B., Ahumada A.J. Model of human visual motion sensing. J. Opt. Soc. Am. A 1985, 2:322-341.
203. Welch L., Bowne S.F. Coherence determines speed discrimination. Vision Res. 1992, 19:425-435.
204. Wilmer J.B., Nakayama K. Two distinct visual motion mechanisms for smooth pursuit: evidence from individual differences. Neuron 2007, 54:987-1000.
205. Wilson H.R., Ferrera V.P., Yo C. A psychophysically motivated model for two-dimensional motion perception. Vis. Neurosci 1992, 32:135-147.
206. Xing J., Heeger D.J. Center-surround interactions in foveal and peripheral vision. Vision Res. 2000, 40:3065-3072.
207. Xing J., Heeger D.J. Measurement and modelling of center-surround suppression and enhancement. Vision Res. 2001, 41:571-583.
208. Yabuta N.H., Sawatari A., Callaway E.M. Two functional channels from primary visual cortex to dorsal cortical areas. Science 2001, 292:297-300.