Cortical Dynamics of Contextually Cued Attentive Visual Learning and Search: Spatial and Object Evidence Accumulation

Psychological Review

Volumn 117, Issue 4, 2010, Pages 1080-1112

  Huang, Tsung Ren ^a   Grossberg, Stephen ^a  

^a BOSTON UNIVERSITY   (United States)

Author keywords

Contextual cueing; Object recognition; Scene perception; Spatial attention; Visual search

Indexed keywords

ARTICLE; ASSOCIATION; ATTENTION; BIOLOGICAL MODEL; BRAIN CORTEX; DEPTH PERCEPTION; HUMAN; LEARNING; PATTERN RECOGNITION; PHYSIOLOGY; RECOGNITION; VISION;

ATTENTION; CEREBRAL CORTEX; CUES; HUMANS; LEARNING; MODELS, NEUROLOGICAL; PATTERN RECOGNITION, VISUAL; RECOGNITION (PSYCHOLOGY); SPACE PERCEPTION; VISUAL PERCEPTION;

EID: 78249233832     PISSN: 0033295X     EISSN: None     Source Type: Journal    
DOI: 10.1037/a0020664     Document Type: Article

References (204)

1. Alexander G.E., DeLong M.R., Strick P.L. Parallel organization of functionally segregated circuits linking basal ganglia and cortex. Annual Review of Neuroscience 1986, 9:357-381.
2. Alvarez G.A., Cavanagh P. Independent resources for attentional tracking in the left and right visual hemifields. Psychological Science 2005, 16:637-643.
3. Aminoff E., Gronau N., Bar M. The parahippocampal cortex mediates spatial and non-spatial associations. Cerebral Cortex 2007, 27:1493-1503.
4. Armony J.L., Dolan R.J. Modulation of spatial attention by fear-conditioned stimuli: An event-related fMRI study. Neuropsychologia 2002, 40:817-826.
5. Averbeck B.B., Lee D. Prefrontal neural correlates of memory for sequences. Journal of Neuroscience 2007, 27:2204-2211.
6. Backhaus A., Heinke D., Humphreys G.W. Contextual learning in the selective attention for identification model (CL-SAIM): Modeling contextual cueing in visual search tasks. Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition-Workshops 2005, 3:87.
7. Ballard D.H., Hayhoe M.M. Modeling the role of task in the control of gaze. Visual Cognition 2009, 17:1185-1204.
8. Bar M., Kassam K.S., Ghuman A.S., Boshyan J., Schmidt A.M., Dale A.M., Halgren E. Top-down facilitation of visual recognition. Proceedings of the National Academy of Sciences, USA 2006, 103:449-454.
9. Bertera J.H., Rayner K. Eye movements and the span of effective vision in visual search. Perception & Psychophysics 2000, 62:576-585.
10. Bhatt R., Carpenter G.A., Grossberg S. Texture segregation by visual cortex: Perceptual grouping, attention, and learning. Vision Research 2007, 47:3173-3211.
11. Bichot N.P., Rossi A.F., Desimone R. Parallel and serial neural mechanisms for visual search in macaque area V4. Science 2005, April 22, 308:529-534.
12. Biederman I., Rabinowitz J.C., Glass A.L., Stacy E.W. On the information extracted from a glance at a scene. Journal of Experimental Psychology 1974, 103:597-600.
13. Bradski G., Carpenter G.A., Grossberg S. STORE working memory networks for storage and recall of arbitrary temporal sequences. Biological Cybernetics 1994, 71:469-480.
14. Brady T.F., Chun M.M. Spatial constraints on learning in visual search: Modeling contextual cueing. Journal of Experimental Psychology: Human Perception and Performance 2007, 33:798-815.
15. Brockmole J.R., Castelhano M.S., Henderson J.M. Contextual cueing in naturalistic scenes: Global and local contexts. Journal of Experimental Psychology: Learning, Memory, and Cognition 2006, 32:699-706.
16. Brockmole J.R., Henderson J.M. Using real-world scenes as contextual cues for search. Visual Cognition 2006, 13:99-108.
17. Brown J.W., Bullock D., Grossberg S. How laminar frontal cortex and basal ganglia circuits interact to control planned and reactive saccades. Neural Networks 2004, 17:471-510.
18. Bundesen C., Habekost T., Kyllingsbaek S. A neural theory of visual attention: Bridging cognition and neurophysiology. Psychological Review 2005, 112:291-328.
19. Buschman T.J., Miller E.K. Top-down versus bottom-up control of attention in the prefrontal and posterior parietal cortices. Science 2007, March 30, 315:1860-1862.
20. Bussey T.J., Saksida L.M. The organization of visual object representations: A connectionist model of effects of lesions in perirhinal cortex. European Journal of Neuroscience 2002, 15:355-364.
21. Cao Y., Grossberg S. A laminar cortical model of stereopsis and 3D surface perception: Closure and da Vinci stereopsis. Spatial Vision 2005, 38:515-578.
22. Carpenter G.A., Grossberg S. A massively parallel architecture for a self-organizing neural pattern recognition machine. Computer Vision, Graphics, and Image Processing 1987, 37:54-115.
23. Carpenter G.A., Grossberg S. Pattern recognition by self-organizing neural networks 1991, MIT Press, Cambridge, MA.
24. Carrasco M., Penpeci-Talgar C., Eckstein M. Spatial covert attention increases contrast sensitivity across the CSF: Support for signal enhancement. Vision Research 2000, 40:1203-1215.
25. Chafee M.V., Goldman-Rakic P.S. Matching patterns of activity in primate prefrontal area 8a and parietal area 7ip neurons during a spatial working memory task. Journal of Neurophysiology 1998, 79:2919-2940.
26. Chang H.-C., Cao Y., Grossberg S. Where's Waldo? How the brain learns to categorize and discover desired objects in a cluttered scene [Abstract]. Journal of Vision 2009, 9:173a. doi: 10.1167/9.8.173.
27. Chen X., Zelinsky G.J. Real-world visual search is dominated by top-down guidance. Vision Research 2006, 46:4118-4133.
28. Chun M.M. Contextual cueing of visual attention. Trends in Cognitive Sciences 2000, 4:170-178.
29. Chun M.M., Jiang Y. Contextual cueing: Implicit learning and memory of visual context guides spatial attention. Cognitive Psychology 1998, 36:28-71.
30. Chun M.M., Jiang Y. Top-down attentional guidance based on implicit learning of visual covariation. Psychological Science 1999, 10:360-365.
31. Chun M.M., Jiang Y. Implicit, long-term spatial context memory. Journal of Experimental Psychology: Learning, Memory, and Cognition 2003, 29:224-234.
32. Chun M.M., Phelps E.A. Memory deficits for implicit contextual information in amnesic patients with hippocampal damage. Nature Neuroscience 1999, 2:844-847.
33. Cohen M.A., Grossberg S. Masking fields: A massively parallel neural architecture for learning, recognizing, and predicting multiple groupings of patterned data. Applied Optics 1987, 26:1866-1891.
34. Cohen Y.E., Andersen R.A. A common reference frame for movement plans in the posterior parietal cortex. Nature Review Neuroscience 2002, 3:553-562.
35. Curtis C.E., D'Esposito M. Persistent activity in the prefrontal cortex during working memory. Trends in Cognitive Sciences 2003, 7:415-423.
36. Desimone R., Duncan J. Neural mechanisms of selective visual attention. Annual Review of Neuroscience 1995, 18:193-222.
37. Dranias M., Grossberg S., Bullock D. Dopaminergic and non-dopaminergic value systems in conditioning and outcome-specific revaluation. Brain Research 2008, 1238:239-287.
38. Duncan J., Humphreys G.W. Visual search and stimulus similarity. Psychological Review 1989, 96:433-458.
39. Egner T., Monti J., Trittschuh E., Wieneke C., Hirsch J., Mesulam M. Neural integration of top-down spatial and feature-based information in visual search. Journal of Neuroscience 2008, 28:6141-6151.
40. Eichenbaum H., Yonelinas A.R., Ranganath C. The medial temporal lobe and recognition memory. Annual Reviews of Neuroscience 2007, 30:123-152.
41. Endo N., Takeda Y. Selective learning of spatial configuration and object identity in visual search. Perception & Psychophysics 2004, 66:293-302.
42. Engbert R., Nuthmann A., Richter E., Kliegl R. SWIFT: A dynamical model of saccade generation during reading. Psychological Review 2005, 112:777-813.
43. Epstein R. Parahippocampal and retrosplenial contributions to human spatial navigation. Trends in Cognitive Sciences 2008, 12:388-396.
44. Epstein R., Kanwisher N. A cortical representation of the local visual environment. Nature 1998, April 9, 392:598-601.
45. Epstein R., Stanley D., Harris A., Kanwisher N. The parahippocampal place area: Perception, encoding, or memory retrieval?. Neuron 1999, 23:115-125.
46. Fang L., Grossberg S. From stereogram to surface: How the brain sees the world in depth. Spatial Vision 2009, 22:45-82.
47. Fazl A., Grossberg S., Mingolla E. Position-invariant object category learning, recognition, and search: How spatial and object attention are coordinated using surface-based attentional shrouds. Cognitive Psychology 2009, 58:1-48.
48. Findlay J.M., Gilchrist I.D. Active vision 2003, Oxford University Press, New York, NY.
49. Findlay J.M., Walker R. A model of saccade generation based on parallel processing and competitive inhibition. Behavioral and Brain Sciences 1999, 22:661-674.
50. Fize D., Vanduffel W., Nelissen K., Denys K., Chef d'Hotel C., Faugeras O., Orban G. The retinotopic organization of primate dorsal V4 and surrounding areas: A functional magnetic resonance imaging study in awake monkeys. Journal of Neuroscience 2003, 23:7395-7406.
51. Funahashi S., Bruce C.J., Goldman-Rakic P.S. Mnemonic coding of visual space in the monkey's dorsolateral prefrontal cortex. Journal of Neurophysiology 1989, 61:331-349.
52. Funahashi S., Chafee M.V., Goldman-Rakic P.S. Prefrontal neuronal activity in rhesus monkeys performing a delayed anti-saccade task. Nature 1993, October 21, 365:753-756.
53. Fuster J.M. Unit activity in the prefrontal cortex during delayed response performance: Neuronal correlates of transient memory. Journal of Neurophysiology 1973, 36:61-78.
54. Fuster J.M. The prefrontal cortex 2008, Academic Press, Boston, MA. 4th ed.
55. Fuster J.M., Alexander G.E. Neuron activity related to short-term memory. Science 1971, August 13, 173:652-654.
56. Gancarz G., Grossberg G. A neural model of saccadic eye movement control explains task-specific adaptation. Vision Research 1999, 39:3123-3143.
57. Geisler W.S., Perry J.S., Najemnik J. Visual search: The role of peripheral information measured using gaze-contingent displays. Journal of Vision 2006, 6:858-873. doi: 10.1167/6.9.1.
58. Ghashghaei H.T., Barbas H. Pathways for emotion: Interactions of prefrontal and anterior temporal pathways in the amygdala of the rhesus monkey. Neuroscience 2002, 115:1261-1279.
59. Gitelman D.R., Nobre A.C., Parrish T.B., LaBar K.S., Kim Y.H., Meyer J.R., Mesulam M.-M. A large-scale distributed network for covert spatial attention. Brain 1999, 122:1093-1106.
60. Gold J.I., Shadlen M.N. The neural basis of decision making. Annual Review of Neuroscience 2007, 30:535-574.
61. Goodale M.A., Milner A.D. Separate visual pathways for perception and action. Trends in Neurosciences 1992, 15:20-25.
62. Gottlieb J. From thought to action: The parietal cortex as a bridge between perception, action, and cognition. Neuron 2007, 53:9-16.
63. Greene H.H. Distance-from-target dynamics during visual search. Vision Research 2008, 48:2476-2484.
64. Gronau N., Neta M., Bar M. Integrated contextual representation for objects' identities and their locations. Journal of Cognitive Neuroscience 2008, 20:371-388.
65. Grossberg S. Contour enhancement, short-term memory, and constancies in reverberating neural networks. Studies in Applied Mathematics 1973, 52:213-257.
66. Grossberg S. Adaptive pattern classification and universal recoding: II. Feedback, expectation, olfaction, and illusions. Biological Cybernetics 1976, 23:187-202.
67. Grossberg S. A theory of human memory: Self-organization and performance of sensory-motor codes, maps, and plans. Progress in theoretical biology 1978, 5:233-374. Academic Press, New York, NY. R. Rosen, F. Snell (Eds.).
68. Grossberg S. How does a brain build a cognitive code?. Psychological Review 1980, 87:1-51.
69. Grossberg S. Nonlinear neural networks: Principles, mechanisms, and architectures. Neural Networks 1988, 1:17-61.
70. Grossberg S. 3-D vision and figure-ground separation by visual cortex. Perception & Psychophysics 1994, 55:48-120.
71. Grossberg S. The link between brain learning, attention, and consciousness. Consciousness and Cognition 1999, 8:1-44.
72. Grossberg S. The complementary brain: Unifying brain dynamics and modularity. Trends in Cognitive Sciences 2000, 4:233-246.
73. Grossberg S. The imbalanced brain: From normal behavior to schizophrenia. Biological Psychiatry 2000, 48:81-98.
74. Grossberg S., Bullock D., Dranias M. Neural dynamics underlying impaired autonomic and conditioned responses following amygdala and orbitofrontal lesions. Behavioral Neuroscience 2008, 122:1100-1125.
75. Grossberg S., Howe P.D.L. A laminar cortical model of stereopsis and three-dimensional surface perception. Vision Research 2003, 43:801-829.
76. Grossberg S., Huang T.-R. ARTSCENE: A neural system for natural scene classification. Journal of Vision 2009, 9:1-19. doi: 10.1167/9.4.6.
77. Grossberg S., Kuperstein M. Neural dynamics of adaptive sensory-motor control: Ballistic eye movements 1986, Elsevier, Amsterdam, the Netherlands.
78. Grossberg S., Mingolla E. Neural dynamics of form perception: Boundary completion, illusory figures, and neon color spreading. Psychological Review 1985, 92:173-211.
79. Grossberg S., Mingolla E., Ross W.D. A neural theory of attentive visual search: Interactions of boundary, surface, spatial, and object representations. Psychological Review 1994, 101:470-489.
80. Grossberg S., Pilly P. Temporal dynamics of decision-making during motion perception in the visual cortex. Vision Research 2008, 48:1345-1373.
81. Grossberg S., Raizada R. Contrast-sensitive perceptual grouping and object-based attention in the laminar circuits of primary visual cortex. Vision Research 2000, 40:1413-1432.
82. Grossberg S., Roberts K., Aguilar M., Bullock D. A neural model of multimodal adaptive saccadic eye movement control by superior colliculus. Journal of Neuroscience 1997, 17:9706-9725.
83. Grossberg S., Yazdanbakhsh A. Laminar cortical dynamics of 3D surface perception: Stratification, transparency, and neon color spreading. Vision Research 2005, 45:1725-1743.
84. Hayhoe M., Ballard D. Eye movements in natural behavior. Trends in Cognitive Sciences 2005, 9:188-193.
85. Heekeren H.R., Marrett S., Ungerleider L.G. The neural systems that mediate human perceptual decision making. Nature Reviews Neuroscience 2008, 9:467-479.
86. Heinzle J., Hepp K., Martin K.A.C. A biologically realistic cortical model of eye movement control in reading. Psychological Review 2010, 117:808-830.
87. Hikosaka O., Wurtz R.H. The basal ganglia. The neurobiology of saccadic eye movements 1989, 257-281. Elsevier, Amsterdam, the Netherlands. R. Wurtz, M. Goldberg (Eds.).
88. Hodgkin A., Huxley A. A quantitative description of membrane current and its application to conduction and excitation in nerve. Journal of Physiology 1952, 117:500-544.
89. Hodsoll J.P., Humphreys G.W. Preview search and contextual cueing. Journal of Experimental Psychology: Human Perception and Performance 2005, 31:1346-1358.
90. Humphreys G.W., Müller H.J. SEarch via Recursive Rejection (SERR): A connectionist model of visual search. Cognitive Psychology 1993, 25:43-110.
91. Irwin D.E. Information integration across saccadic eye movements. Cognitive Psychology 1991, 23:420-456.
92. Itti L., Koch C. A saliency-based search mechanism for overt and covert shifts of visual attention. Vision Research 2000, 40:1489-1506.
93. Jiang Y., Chun M.M. Selective attention modulates implicit learning. Quarterly Journal of Experimental Psychology 2001, 54(A):1105-1124.
94. Jiang, Y., King, L. W., Shim, W. M., & Vickery, T. J. (2006). Visual implicit learning overcomes limits in human attention. Paper presented at the 25th Army Science Conference, Orlando, FL.
95. Jiang Y., Leung A.W. Implicit learning of ignored visual context. Psychonomic Bulletin & Review 2005, 12:100-106.
96. Jiang Y., Song J.-H. Hyper-specificity in visual implicit learning: Learning of spatial layout is contingent on item identity. Journal of Experimental Psychology: Human Perception and Performance 2005, 31:1439-1448.
97. Jiang Y., Song J.-H., Rigas A. High-capacity spatial contextual memory. Psychonomic Bulletin & Review 2005, 12:524-529.
98. Jiang Y., Wagner L.C. What is learned in spatial contextual cueing: Configuration or individual locations?. Perception & Psychophysics 2004, 66:454-463.
99. Jonides J., Irwin D.E., Yantis S. Integrating visual information from successive fixations. Science 1982, January 8, 215:192-194.
100. Jungé J.A., Scholl B.J., Chun M.M. How is spatial context learning integrated over time? A primacy effect in contextual cueing. Visual Cognition 2007, 15:1-11.
101. Kensinger E.A., Garoff-Eaton R.J., Schacter D.L. Effects of emotion on memory specificity: Memory trade-offs elicited by negative visually arousing stimuli. Journal of Memory and Language 2007, 56:575-591.
102. Kingstone A., Enns J.T., Mangun G.R., Gazzaniga M.S. Guided visual search is a left-hemisphere process in split-brain patients. Psychological Science 1995, 6:118-121.
103. Klein R.M. Inhibition of return. Trends in Cognitive Sciences 2000, 4:138-147.
104. Koch C., Ullman S. Shifts in selective visual attention: Towards the underlying neural circuitry. Human Neurobiology 1985, 4:219-227.
105. Kringelbach M. The human orbitofrontal cortex: Linking reward to hedonic experience. Nature Reviews Neuroscience 2005, 6:691-702.
106. Kunar M.A., Flusberg S.J., Horowitz T.S., Wolfe J.M. Does contextual cueing guide the deployment of attention?. Journal of Experimental Psychology: Human Perception and Performance 2007, 33:816-828.
107. Kunar M.A., Wolfe J.M. No target no effect: Target absent trials in contextual cueing [Abstract]. Journal of Vision 2009, 9:1180a. doi: 10.1167/9.8.1180.
108. Kveraga K., Boshyan J., Bar M. Magnocellular projections as the trigger of top-down facilitation in recognition. Journal of Neuroscience 2007, 27:13232-13240.
109. Leber A.B., Egeth H.E. It's under control: Top-down search can override attentional capture. Psychonomic Bulletin & Review 2006, 13:132-138.
110. Levy R., Goldman-Rakic P. Segregation of working memory functions within the dorsolateral prefrontal cortex. Experimental Brain Research 2000, 133:23-32.
111. Li Z. A saliency map in primary visual cortex. Trends in Cognitive Sciences 2002, 6:9-16.
112. Liu Z., Murray E.A., Richmond B.J. Learning motivational significance of visual cues for reward schedules requires rhinal cortex. Nature Neuroscience 2000, 3:1307-1315.
113. Lleras A., von Mühlenen A. Spatial context and top-down strategies in visual search. Spatial Vision 2004, 17:465-482.
114. Logan G.D. The CODE theory of visual attention: An integration of space-based and object-based attention. Psychological Review 1996, 103:603-649.
115. Loschky L.C., McConkie G.W., Yang J., Miller M.E. The limits of visual resolution in natural scene viewing. Visual Cognition 2005, 12:1057-1092.
116. Luck S.J., Vogel E.K. The capacity of visual working memory for features and conjunctions. Nature 1997, November 20, 390:279-281.
117. Manns J., Squire L.R. Perceptual learning, awareness, and the hippocampus. Hippocampus 2001, 11:776-782.
118. McConkie G.W., Rayner K. The span of the effective stimulus during a fixation in reading. Perception & Psychophysics 1975, 17:578-586.
119. McDonald S.A., Carpenter R.H.S., Shillcock R.C. An anatomically constrained, stochastic model of eye movement control in reading. Psychological Review 2005, 112:814-840.
120. Miellet S., O'Donnell P.J., Sereno S.C. Parafoveal magnification: Visual acuity does not modulate the perceptual span in reading. Psychological Science 2009, 20:721-728.
121. Miller B.T., D'Esposito M. Searching for "the top" in top-down control. Neuron 2005, 48:535-538.
122. Miller E.K., Cohen J.D. An integrative theory of prefrontal cortex function. Annual Review of Neuroscience 2001, 24:167-202.
123. Miller E.K., Erickson C.A., Desimone R. Neural mechanisms of visual working memory in prefrontal cortex of the macaque. Journal of Neuroscience 1996, 16:5154-5167.
124. Moore T., Fallah M. Microstimulation of the frontal eye field and its effects on covert spatial attention. Journal of Neurophysiology 2004, 91:152-162.
125. Müller M.M., Andersen S., Trujillo N.J., Valdes-Sosa P., Malinowski P., Hillyard S.A. Feature-selective attention enhances color signals in early visual areas of the human brain. Proceedings of the National Academy of Sciences, USA 2006, 103:14250-14254.
126. Murray E.A., Bussey T.J. Perceptual-mnemonic functions of the perirhinal cortex. Trends in Cognitive Sciences 1999, 3:142-151.
127. Murray E.A., Richmond B.J. Role of perirhinal cortex in object perception, memory, and associations. Current Opinion in Neurobiology 2001, 11:188-193.
128. Navalpakkam V., Itti L. Modeling the influence of task on attention. Vision Research 2005, 45:205-231.
129. Navon D. Forest before trees: The precedence of global features in visual perception. Cognitive Psychology 1977, 9:353-383.
130. Naya Y., Yoshida M., Miyashita Y. Forward processing of long-term associative memory in monkey inferotemporal cortex. Journal of Neuroscience 2003, 23:2861-2871.
131. Naya Y., Yoshida M., Takeda M., Fujimichi R., Miyashita Y. Delay-period activities in two subdivisions of monkey inferotemporal cortex during pair association memory task. European Journal of Neuroscience 2003, 18:2915-2918.
132. Neider M.B., Zelinsky G.J. Scene context guides eye movements during search. Vision Research 2006, 46:614-621.
133. Nelson W.W., Loftus G.R. The functional visual field during picture viewing. Journal of Experimental Psychology: Human Learning and Memory 1980, 6:391-399.
134. Niebur E., Koch C. Control of selective visual attention: Modeling the "where" pathway. Neural Information Processing Systems 1996, 8:802-808.
135. Nuthmann A., Smith T.J., Engbert R., Henderson J.M. CRISP: A computational model of fixation durations in scene viewing. Psychological Review 2010, 117:382-405.
136. Ogawa, H., & Watanabe, K. (2007). When to encode implicit contextual cue [Abstract]. Paper presented at the 11th annual meeting of the Association for the Scientific Study of Consciousness, Las Vegas, Nevada. Retrieved from http://tinyurl.com/knevoa.
137. Ogawa H., Watanabe K., Yagi A. Contextual cueing in multiple object tracking. Visual Cognition 2009, 17:1244-1258.
138. Öhman A., Flykt A., Esteves F. Emotion drives attention: Detecting the snake in the grass. Journal of Experimental Psychology: General 2001, 130:466-478.
139. Oliva A., Schyns P. Diagnostic colors mediate scene recognition. Cognitive Psychology 2000, 41:176-210.
140. Olson I.R., Chun M.M. Perceptual constraints on implicit learning of spatial context. Visual Cognition 2002, 9:273-302.
141. Ono F., Jiang Y., Kawahara J. Inter-trial contextual cueing: Association across successive visual search trials guides spatial attention. Journal of Experimental Psychology: Human Perception and Performance 2005, 31:703-712.
142. Otero-Millan J., Troncoso X.G., Macknik S.L., Serrano-Pedraza I., Martinez-Conde S. Saccades and microsaccades during visual fixation, exploration, and search: Foundations for a common saccadic generator. Journal of Vision 2008, 8:1-18. doi: 10.1167/8.14.21.
143. Park S., Intraub H., Yi D.-J., Widders D., Chun M.M. Beyond the edges of a view: Boundary extension in human scene-selective visual cortex. Neuron 2007, 54:335-342.
144. Passingham R. The frontal lobes and voluntary action 1993, Oxford University Press, Oxford, England.
145. Petrides M. Lateral prefrontal cortex: Architectonic and functional organization. Philosophical Transactions of the Royal Society of London, Series B: Biological Sciences 2005, 360:781-795.
146. Posner M.I., Cohen Y. Components of visual orienting. Attention and Performance X: Control of language processes 1984, 531-556. Erlbaum, Hillsdale, NJ. H. Bouma, D.G. Bouwhuis (Eds.).
147. Posner M.I., Snyder C., Davidson B. Attention and the detection of signals. Journal of Experimental Psychology: General 1980, 109:160-174.
148. Potter M.C. Meaning in visual search. Science 1975, March 14, 187:965-966.
149. Potter M.C. Short-term conceptual memory for pictures. Journal of Experimental Psychology: Human Learning and Memory 1976, 2:509-522.
150. Potter M.C., Staub A., O'Connor D.H. Pictorial and conceptual presentation of glimpsed pictures. Journal of Experimental Psychology: Human Perception and Performance 2004, 30:478-489.
151. Pouget A., Snyder L. Computational approaches to sensorimotor transformations. Nature Neuroscience 2000, 3:1192-1198.
152. Press W.H., Teukolsky S.A., Vetterling W.T., Flannery B.P. Numerical recipes: The art of scientific computing 2007, Cambridge University Press, Cambridge, England. 3rd ed.
153. Rao R., Zelinsky G., Hayhoe M., Ballard D. Eye movements in iconic visual search. Vision Research 2002, 42:1447-1463.
154. Rayner K. Eye movements and attention during reading, scene perception, and visual search. Quarterly Journal of Experimental Psychology 2009, 62:1457-1506.
155. Rayner K., Bertera J.H. Reading without a fovea. Science 1979, October 26, 206:468-469.
156. Reichle E.D., Laurent P. Using reinforcement learning to understand the emergence of "intelligent" eye-movement behavior during reading. Psychological Review 2006, 113:390-408.
157. Reichle E.D., Pollatsek A., Fisher D.L., Rayner K. Toward a model of eye movement control in reading. Psychological Review 1998, 105:125-157.
158. Reynolds J.H., Chelazzi L. Attentional modulation of visual processing. Annual Review of Neuroscience 2004, 27:611-647.
159. Rockland K.S., Drash G.W. Collateralized divergent feedback connections that target multiple cortical areas. Journal of Comparative Neurology 1996, 373:529-548.
160. Roitman J.D., Shadlen M.N. Response of neurons in the lateral intraparietal area during a combined visual discrimination reaction time task. Nature Neuroscience 2002, 22:9475-9489.
161. Rothkopf C.A., Ballard D.H., Hayhoe M.M. Task and context determine where you look. Journal of Vision 2007, 7:1-20. doi: 10.1167/7.14.16.
162. Rousselet G.A., Joubert O.R., Fabre-Thorpe M. How long to get to the "gist" of real-world natural scenes?. Visual Cognition 2005, 12:852-877.
163. Rowe J.B., Toni I., Josephs O., Frackowiak R.S.J., Passingham R.E. The prefrontal cortex: Response selection or maintenance within working memory?. Science 2000, 288:1656-1660.
164. Saalmann Y.B., Pigarev I.N., Vidyasagar T.R. Neural mechanisms of visual attention: How top-down feedback highlights relevant locations. Science 2007, June 15, 316:1612-1615.
165. Saenz M., Buracas G.T., Boynton G.M. Global effects of feature based attention in human visual cortex. Nature Neuroscience 2002, 5:631-632.
166. Saida S., Ikeda M. Useful field size for pattern perception. Perception & Psychophysics 1979, 25:119-125.
167. Sakai K., Rowe J.B., Passingham R.E. Active maintenance in prefrontal area 46 creates distractor-resistant memory. Nature Neuroscience 2002, 5:479-484.
168. Sanocki T. Representation and perception of spatial layout. Cognitive Psychology 2003, 47:43-86.
169. Schall J.D., Thompson K.G. Neural selection and control of visually guided eye movements. Annual Review of Neuroscience 1999, 22:241-259.
170. Schneider K.A., Kastner S. Visual responses of the human superior colliculus: A high-resolution fMRI study. Journal of Neurophysiology 2005, 94:2491-2503.
171. Schoenbaum G., Setlow B., Saddoris M.P., Gallagher M. Encoding predicted outcome and acquired value in orbitofrontal cortex during cue sampling depends upon input from basolateral amygdala. Neuron 2003, 39:855-867.
172. Schultz W. Behavioral theories and the neurophysiology of reward. Annual Review of Psychology 2006, 57:87-115.
173. Schyns P.G., Oliva A. From blobs to boundary edges: Evidence for time-and spatial-scale-dependent scene recognition. Psychological Science 1994, 5:195-200.
174. Shadlen M.N., Newsome W.T. Neural basis of a perceptual decision in the parietal cortex (area LIP) of the rhesus monkey. Journal of Neurophysiology 2001, 86:1916-1936.
175. Sillito A.M., Jones H.E., Gerstein G.L., West D.C. Feature-linked synchronization of thalamic relay cell firing induced by feedback from the visual cortex. Nature 1994, June 9, 369:479-482.
176. Srihasam K., Bullock D., Grossberg S. Target selection by frontal cortex during coordinated saccadic and smooth pursuit eye movements. Journal of Cognitive Neuroscience 2009, 21:1611-1627.
177. Strick P.L., Dum R.P., Picard N. Macro-organization of the circuits connecting the basal ganglia with the cortical motor areas. Models of information processing in the basal ganglia 1995, 117-130. MIT Press, Cambridge, MA. J. Houk, J. Davis, D. Beiser (Eds.).
178. Suzuki W.A., Amaral D.G. Perirhinal and parahippocampal cortices of the macaque monkey: Cortical afferents. Journal of Comparative Neurology 1994, 350:497-533.
179. Thompson K.G., Biscoe K.L., Sato T.R. Neuronal basis of covert spatial attention in the frontal eye field. Journal of Neuroscience 2005, 25:9479-9487.
180. Thornton T.L., Gilden D.L. Parallel and serial processes in visual search. Psychological Review 2007, 114:71-103.
181. Torralba A., Oliva A., Castelhano M., Henderson J. Contextual guidance of eye movements and attention in real-world scenes: The role of global features in object search. Psychological Review 2006, 113:766-786.
182. Townsend J.T. Some results concerning the identifiability of parallel and serial processes. British Journal of Mathematical and Statistical Psychology 1972, 25:168-199.
183. Treisman A. How the deployment of attention determines what we see. Visual Cognition 2006, 14:411-443.
184. Treisman A., Gelade G. A feature-integration theory of attention. Cognitive Psychology 1980, 12:97-136.
185. Treisman A., Gormican S. Feature analysis in early vision: Evidence from search asymmetries. Psychological Review 1988, 95:15-48.
186. Treisman A., Sato S. Conjunction search revisited. Journal of Experimental Psychology: Human Perception and Performance 1990, 16:459-478.
187. Treisman A., Schmidt H. Illusory conjunctions in the perception of objects. Cognitive Psychology 1982, 14:107-141.
188. Tseng Y.-C., Li C.-S.R. Oculomotor correlates of context-guided learning in visual search. Perception & Psychophysics 2004, 66:1363-1378.
189. Tversky B., Hemenway K. Categories of environmental scenes. Cognitive Psychology 1983, 15:121-149.
190. Ungerleider L.G., Mishkin M. Two cortical visual systems. Analysis of visual behaviour 1982, 549-586. MIT Press, Cambridge, MA. M.A. Ingle, M.A. Goodale, R. Mansfield (Eds.).
191. van Asselen M., Castelo-Branco M. The role of peripheral vision in implicit contextual cueing. Attention, Perception, & Psychophysics 2009, 71:76-81.
192. van Diepen P.M.J., d'Ydewalle G. Early peripheral and foveal processing in fixations during scene perception. Visual Cognition 2003, 10:79-100.
193. Vickery T.J., King L.-W., Jiang Y. Setting up the target template in visual search. Journal of Vision 2005, 5:81-92. doi: 10.1167/5.1.8.
194. Vidyasagar T.R. A neuronal model of attentional spotlight: Parietal guiding the temporal. Brain Research Reviews 1999, 30:66-76.
195. von Békésy G. Sensory inhibition 1967, Princeton University Press, Princeton, NJ.
196. Walther D., Koch C. Modeling attention to salient proto-objects. Neural Networks 2006, 19:1395-1407.
197. Wojciulik E., Kanwisher N.G. The generality of parietal involvement in visual attention. Neuron 1999, 23:747-764.
198. Wolfe J.M. Guided search 2.0: A revised model of visual search. Psychonomic Bulletin & Review 1994, 1:202-238.
199. Wolfe J.M. What do 1,000,000 trials tell us about visual search?. Psychological Science 1998, 9:33-39.
200. Wolfe J.M., Cave K.R., Franzel S.L. Guided search: An alternative to the feature integration model for visual search. Journal of Experimental Psychology: Human Perception and Performance 1989, 15:419-433.
201. Wolfe J.M., Horowitz T.S. What attributes guide the deployment of visual attention and how do they do it?. Nature Reviews Neuroscience 2004, 5:1-7.
202. Yarbus I.A. Eye movements and vision 1967, Plenum Press, New York, NY.
203. Zeki S. Are areas TEO and PIT of monkey visual cortex wholly distinct from the fourth visual complex (V4 complex)?. Philosophical Transactions of the Royal Society of London, Series B: Biological Sciences 1996, 263:1539-1544.
204. Zelinsky G.J. A theory of eye movements during target acquisition. Psychological Review 2008, 115:787-835.