Brain mechanisms for simple perception and bistable perception

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

Volumn 110, Issue 35, 2013, Pages

  Wang, Megan ^a   Arteaga, Daniel ^a,b   He, Biyu J ^a  

^a NATIONAL INSTITUTE OF NEUROLOGICAL DISORDERS AND STROKE   (United States)

^b VANDERBILT UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

Ambiguous images; FMRI; Granger causality; MVPA; Visual perception

Indexed keywords

ARTICLE; BOLD SIGNAL; BRAIN; BRAIN REGION; ELECTROENCEPHALOGRAM; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; LATERAL GENICULATE BODY; MEMORY; NORMAL HUMAN; PERCEPTION; PREFRONTAL CORTEX; PRIORITY JOURNAL; SENSORY STIMULATION; STRIATE CORTEX; TASK PERFORMANCE; TEMPORAL LOBE; VISION; VISUAL CORTEX; ADULT; BRAIN MAPPING; FEMALE; MALE; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; YOUNG ADULT;

ADULT; BRAIN; BRAIN MAPPING; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; VISUAL PERCEPTION; YOUNG ADULT;

EID: 84883313318     PISSN: 00278424     EISSN: 10916490     Source Type: Journal    
DOI: 10.1073/pnas.1221945110     Document Type: Article

References (90)

1. Olshausen BA, Field DJ (2005) How close are we to understanding v1? Neural Comput 17(8):1665-1699.
2. Long GM, Toppino TC (2004) Enduring interest in perceptual ambiguity: Alternating views of reversible figures. Psychol Bull 130(5):748-768.
3. Albright TD (2012) On the perception of probable things: Neural substrates of associative memory, imagery, and perception. Neuron 74(2):227-245.
4. Leopold DA, Logothetis NK (1999) Multistable phenomena: Changing views in perception. Trends Cogn Sci 3(7):254-264.
5. Sterzer P, Kleinschmidt A, Rees G (2009) The neural bases of multistable perception. Trends Cogn Sci 13(7):310-318.
6. Blake R, Logothetis NK (2002) Visual competition. Nat Rev Neurosci 3(1):13-21.
7. Sterzer P, Kleinschmidt A (2007) A neural basis for inference in perceptual ambiguity. Proc Natl Acad Sci USA 104(1):323-328.
8. Lumer ED, Friston KJ, Rees G (1998) Neural correlates of perceptual rivalry in the human brain. Science 280(5371):1930-1934.
9. Kleinschmidt A, Büchel C, Zeki S, Frackowiak RS (1998) Human brain activity during spontaneously reversing perception ofambiguousfigures. Proc Biol Sci 265(1413):2427-2433.
10. Sterzer P, Russ MO, Preibisch C, Kleinschmidt A (2002) Neural correlates of spontaneous direction reversals in ambiguous apparent visual motion. Neuroimage 15(4):908-916.
11. Britz J, Landis T, Michel CM (2009) Right parietal brain activity precedes perceptual alternation of bistable stimuli. Cereb Cortex 19(1):55-65.
12. Knapen T, Brascamp J, Pearson J, van Ee R, Blake R (2011) The role of frontal and parietal brain areas in bistable perception. J Neurosci 31(28):10293-10301.
13. de Graaf TA, de Jong MC, Goebel R, van Ee R, Sack AT (2011) On the functional relevance of frontal cortex for passive and voluntarily controlled bistable vision. Cereb Cortex 21(10):2322-2331.
14. Kanai R, Carmel D, Bahrami B, Rees G (2011) Structural and functional fractionation of right superior parietal cortex in bistable perception. Curr Biol 21(3):R106-R107.
15. Zaretskaya N, Thielscher A, Logothetis NK, Bartels A (2010) Disrupting parietal function prolongs dominance durations in binocular rivalry. Curr Biol 20(23):2106-2111.
16. Windmann S, Wehrmann M, Calabrese P, Güntürkün O (2006) Role of the prefrontal cortex in attentional control over bistable vision. J Cogn Neurosci 18(3):456-471.
17. Meenan JP, Miller LA (1994) Perceptual flexibility after frontal or temporal lobectomy. Neuropsychologia 32(9):1145-1149.
18. Ricci C, Blundo C (1990) Perception of ambiguous figures after focal brain lesions. Neuropsychologia 28(11):1163-1173.
19. Hesselmann G, Kell CA, Eger E, Kleinschmidt A (2008) Spontaneous local variations in ongoing neural activity bias perceptual decisions. Proc Natl Acad Sci USA 105(31): 10984-10989.
20. Tong F, Nakayama K, Vaughan JT, Kanwisher N (1998) Binocular rivalry and visual awareness in human extrastriate cortex. Neuron 21(4):753-759.
21. Polonsky A, Blake R, Braun J, Heeger DJ (2000) Neuronal activity in human primary visual cortex correlates with perception during binocular rivalry. Nat Neurosci 3(11): 1153-1159.
22. Hsieh PJ, Caplovitz GP, Tse PU (2006) Bistable illusory rebound motion: Event-related functional magnetic resonance imaging of perceptual states and switches. Neuroimage 32(2):728-739.
23. Wunderlich K, Schneider KA, Kastner S (2005) Neural correlates of binocular rivalry in the human lateral geniculate nucleus. Nat Neurosci 8(11):1595-1602.
24. Muckli L, et al. (2002) Apparent motion: Event-related functional magnetic resonance imaging of perceptual switches and States. J Neurosci 22(9):RC219.
25. Haynes JD, Rees G (2005) Predicting the stream of consciousness from activity in human visual cortex. Curr Biol 15(14):1301-1307.
26. Lee SH, Blake R, Heeger DJ (2007) Hierarchy of cortical responses underlying binocular rivalry. Nat Neurosci 10(8):1048-1054.
27. Haynes JD, Deichmann R, Rees G (2005) Eye-specific effects of binocular rivalry in the human lateral geniculate nucleus. Nature 438(7067):496-499.
28. Keliris GA, Logothetis NK, Tolias AS (2010) The role of the primary visual cortex in perceptual suppression of salient visual stimuli. J Neurosci 30(37):12353-12365.
29. Friston K (2005) A theory of cortical responses. Philos Trans R Soc Lond B Biol Sci 360(1456):815-836.
30. Mumford D (1992) On the computational architecture of the neocortex. II. The role of cortico-cortical loops. Biol Cybern 66(3):241-251.
31. Lee TS, Mumford D (2003) Hierarchical Bayesian inference in the visual cortex. J Opt Soc Am A Opt Image Sci Vis 20(7):1434-1448.
32. Yuille A, Kersten D (2006) Vision as Bayesian inference: Analysis by synthesis? Trends Cogn Sci 10(7):301-308.
33. Bar M (2007) The proactive brain: Using analogies and associations to generate predictions. Trends Cogn Sci 11(7):280-289.
34. Bressler SL, Tang W, Sylvester CM, Shulman GL, Corbetta M (2008) Top-down control of human visual cortex by frontal and parietal cortex in anticipatory visual spatial attention. J Neurosci 28(40):10056-10061.
35. Panagiotaropoulos TI, Deco G, Kapoor V, Logothetis NK (2012) Neuronal discharges and gamma oscillations explicitly reflect visual consciousness in the lateral prefrontal cortex. Neuron 74(5):924-935.
36. Tulving E, Schacter DL (1990) Priming and human memory systems. Science 247(4940): 301-306.
37. Magnussen S, Greenlee MW (1999) The psychophysics of perceptual memory. Psychol Res 62(2-3):81-92.
38. Leopold DA, Wilke M, Maier A, Logothetis NK (2002) Stable perception of visually ambiguous patterns. Nat Neurosci 5(6):605-609.
39. Orbach J, Zucker E, Olson R (1966) Reversibility of the necker cube. VII. Reversal rate as a function of figure-on and figure-off durations. Percept Mot Skills 22:615-618.
40. Pearson J, Brascamp J (2008) Sensory memory for ambiguous vision. Trends Cogn Sci 12(9):334-341.
41. Sterzer P, Rees G (2008) A neural basis for percept stabilization in binocular rivalry. J Cogn Neurosci 20(3):389-399.
42. Noest AJ, van Ee R, Nijs MM, van Wezel RJ (2007) Percept-choice sequences driven by interrupted ambiguous stimuli: A low-level neural model. J Vis 7(8):10.
43. Gigante G, Mattia M, Braun J, Del Giudice P (2009) Bistable perception modeled as competing stochastic integrations at two levels. PLOS Comput Biol 5(7):e1000430.
44. de Jong MC, Kourtzi Z, van Ee R (2012) Perceptual experience modulates cortical circuits involved in visual awareness. Eur J Neurosci 36(12):3718-3731.
45. Kriegeskorte N, Goebel R, Bandettini P (2006) Information-based functional brain mapping. Proc Natl Acad Sci USA 103(10):3863-3868.
46. Handwerker DA, Gonzalez-Castillo J, D'Esposito M, Bandettini PA (2012) The continuing challenge of understanding and modeling hemodynamic variation in fMRI. Neuroimage 62(2):1017-1023.
47. de Zwart JA, et al. (2005) Temporal dynamics of the BOLD fMRI impulse response. Neuroimage 24(3):667-677.
48. Roebroeck A, Formisano E, Goebel R (2011) The identification of interacting networks in the brain using fMRI: Model selection, causality and deconvolution. Neuroimage 58 (2):296-302.
49. Bressler SL, Seth AK (2011) Wiener-Granger causality: A well established methodology. Neuroimage 58(2):323-329.
50. Seth AK (2010) A MATLAB toolbox for Granger causal connectivity analysis. J Neurosci Methods 186(2):262-273.
51. Sridharan D, Levitin DJ, Menon V (2008) A critical role for the right fronto-insular cortex in switching between central-executive and default-mode networks. Proc Natl Acad Sci USA 105(34):12569-12574.
52. Bullmore E, Sporns O (2009) Complex brain networks: Graph theoretical analysis of structural and functional systems. Nat Rev Neurosci 10(3):186-198.
53. von Helmhotz H (1910) Treatise on Physiological Optics (Optical Society of America, New York).
54. Walker P (1978) Orientation-selective inhibition and binocular rivalry. Perception 7(2): 207-214.
55. Bishop PO (1973) Neurophysiology of binocular single vision and stereopsis. Handbook of Sensory Physiology, ed Jung R (Springer, New York), Vol 7.
56. Jung R (1961) Neuronal integration in the visual cortex and its significance for visual information. Sensory Communication, ed Rosenblith WA (Wiley, New York).
57. Kornmeier J, Bach M (2012) Ambiguous figures: What happens in the brain when perception changes but not the stimulus. Front Hum Neurosci 6:51.
58. Kleinschmidt A, Sterzer P, Rees G (2012) Variability of perceptual multistability: From brain state to individual trait. Philos Trans R Soc Lond B Biol Sci 367(1591):988-1000.
59. Tong F, Engel SA (2001) Interocular rivalry revealed in the human cortical blind-spot representation. Nature 411(6834):195-199.
60. Logothetis NK, Schall JD (1989) Neuronal correlates of subjective visual perception. Science 245(4919):761-763.
61. Leopold DA, Logothetis NK (1996) Activity changes in early visual cortex reflect monkeys' percepts during binocular rivalry. Nature 379(6565):549-553.
62. Sheinberg DL, Logothetis NK (1997) The role of temporal cortical areas in perceptual organization. Proc Natl Acad Sci USA 94(7):3408-3413.
63. Kreiman G, Fried I, Koch C (2002) Single-neuron correlates of subjective vision in the human medial temporal lobe. Proc Natl Acad Sci USA 99(12):8378-8383.
64. Maier A, Wilke M, Logothetis NK, Leopold DA (2003) Perception of temporally interleaved ambiguous patterns. Curr Biol 13(13):1076-1085.
65. Bar M, et al. (2006) Top-down facilitation of visual recognition. Proc Natl Acad Sci USA 103(2):449-454.
66. Harrison SA, Tong F (2009) Decoding reveals the contents of visual working memory in early visual areas. Nature 458(7238):632-635.
67. Baddeley A (2003) Working memory: Looking back and looking forward. Nat Rev Neurosci 4(10):829-839.
68. Lehky SR, Maunsell JH (1996) No binocular rivalry in the LGN of alert macaque monkeys. Vision Res 36(9):1225-1234.
69. Logothetis NK (2008) What we can do and what we cannot do with fMRI. Nature 453(7197):869-878.
70. He BJ, Raichle ME (2009) The fMRI signal, slow cortical potential and consciousness. Trends Cogn Sci 13(7):302-309.
71. Raichle ME, Mintun MA (2006) Brain work and brain imaging. Annu Rev Neurosci 29:449-476.
72. Maier A, et al. (2008) Divergence of fMRI and neural signals in V1 during perceptual suppression in the awake monkey. Nat Neurosci 11(10):1193-1200.
73. Wilke M, Logothetis NK, Leopold DA (2006) Local field potential reflects perceptual suppression in monkey visual cortex. Proc Natl Acad Sci USA 103(46):17507-17512.
74. Wilke M, Mueller KM, Leopold DA (2009) Neural activity in the visual thalamus reflects perceptual suppression. Proc Natl Acad Sci USA 106(23):9465-9470.
75. Tsuchiya N, Maier A, Logothetis N, Leopold D (2009) Neuronal activity in area MT during perceptual stabilization of ambiguous structure-from-motion. J Vis 9(8):756.
76. Braun J, Mattia M (2010) Attractors and noise: Twin drivers of decisions and multistability. Neuroimage 52(3):740-751.
77. Freeman AW (2005) Multistage model for binocular rivalry. J Neurophysiol 94(6): 4412-4420.
78. Wilson HR (2003) Computational evidence for a rivalry hierarchy in vision. Proc Natl Acad Sci USA 100(24):14499-14503.
79. Dayan P (1998) A hierarchical model of binocular rivalry. Neural Comput 10(5): 1119-1135.
80. Lago-Fernandez LF, Deco G (2002) A model ofbinocular rivalry based on competition in IT. Neurocomputing 44-46:503-507.
81. Lumer ED (1998) A neural model of binocular integration and rivalry based on the coordination of action-potential timing in primary visual cortex. Cereb Cortex 8(6): 553-561.
82. Tong F, Meng M, Blake R (2006) Neural bases of binocular rivalry. Trends Cogn Sci 10(11):502-511.
83. Theodoni P, Kovács G, Greenlee MW, Deco G (2011) Neuronal adaptation effects in decision making. J Neurosci 31(1):234-246.
84. Laing CR, Chow CC (2002) A spiking neuron model for binocular rivalry. J Comput Neurosci 12(1):39-53.
85. Haynes JD, et al. (2007) Reading hidden intentions in the human brain. Curr Biol 17(4): 323-328.
86. Soon CS, Brass M, Heinze HJ, Haynes JD (2008) Unconscious determinants of free decisions in the human brain. Nat Neurosci 11(5):543-545.
87. Schurger A, Sitt JD, Dehaene S (2012) An accumulator model for spontaneous neural activity prior to self-initiated movement. Proc Natl Acad Sci USA 109(42): E2904-E2913.
88. Kornhuber HH, Deecke L (1965) [Changes in the brain potential in voluntary movements and passive movements in man: Readiness potential and reafferent potentials]. Pflugers Arch Gesamte Physiol Menschen Tiere 284:1-17.
89. Meng M, Tong F (2004) Can attention selectively bias bistable perception? Differences between binocular rivalry and ambiguous figures. J Vis 4(7):539-551.
90. Carandini M, et al. (2005) Do we know what the early visual system does? J Neurosci 25(46):10577-10597.