Enhanced perceptual selection of predicted stimulus orientations following statistical learning

Perception is influenced by predictions about the sensory environment. These predictions are informed by past experience and can be shaped by exposure to recurring patterns of sensory stimulation. Predictions can enhance perception of a predicted stimulus, but they can also suppress it by favoring n...

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Published inJournal of vision (Charlottesville, Va.) Vol. 23; no. 7; p. 3
Main Authors Lawler, Elizabeth A., Silver, Michael A.
Format Journal Article
LanguageEnglish
Published United States The Association for Research in Vision and Ophthalmology 06.07.2023
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Abstract Perception is influenced by predictions about the sensory environment. These predictions are informed by past experience and can be shaped by exposure to recurring patterns of sensory stimulation. Predictions can enhance perception of a predicted stimulus, but they can also suppress it by favoring novel and unexpected sensory information that is inconsistent with the predictions. Here we employed statistical learning to assess the effects of exposure to consistent sequences of oriented gratings on subsequent visual perceptual selection, as measured with binocular rivalry. Following statistical learning, the first portion of a learned sequence of stimulus orientations was presented to both eyes, followed by simultaneous presentation of the next grating in the sequence to one eye and an orthogonal unexpected orientation to the other eye. We found that subjects were more likely to perceive the grating that matched the orientation that was consistent with the predictive context. That is, observers were more likely to see what they expected to see, compared to the likelihood of perceiving the unexpected stimulus. Some other studies in the literature have reported the opposite effect of prediction on visual perceptual selection, and we suggest that these inconsistencies may be due to differences across studies in the level of the visual processing hierarchy at which competing perceptual interpretations are resolved.
AbstractList Perception is influenced by predictions about the sensory environment. These predictions are informed by past experience and can be shaped by exposure to recurring patterns of sensory stimulation. Predictions can enhance perception of a predicted stimulus, but they can also suppress it by favoring novel and unexpected sensory information that is inconsistent with the predictions. Here we employed statistical learning to assess the effects of exposure to consistent sequences of oriented gratings on subsequent visual perceptual selection, as measured with binocular rivalry. Following statistical learning, the first portion of a learned sequence of stimulus orientations was presented to both eyes, followed by simultaneous presentation of the next grating in the sequence to one eye and an orthogonal unexpected orientation to the other eye. We found that subjects were more likely to perceive the grating that matched the orientation that was consistent with the predictive context. That is, observers were more likely to see what they expected to see, compared to the likelihood of perceiving the unexpected stimulus. Some other studies in the literature have reported the opposite effect of prediction on visual perceptual selection, and we suggest that these inconsistencies may be due to differences across studies in the level of the visual processing hierarchy at which competing perceptual interpretations are resolved.
Perception is influenced by predictions about the sensory environment. These predictions are informed by past experience and can be shaped by exposure to recurring patterns of sensory stimulation. Predictions can enhance perception of a predicted stimulus, but they can also suppress it by favoring novel and unexpected sensory information that is inconsistent with the predictions. Here we employed statistical learning to assess the effects of exposure to consistent sequences of oriented gratings on subsequent visual perceptual selection, as measured with binocular rivalry. Following statistical learning, the first portion of a learned sequence of stimulus orientations was presented to both eyes, followed by simultaneous presentation of the next grating in the sequence to one eye and an orthogonal unexpected orientation to the other eye. We found that subjects were more likely to perceive the grating that matched the orientation that was consistent with the predictive context. That is, observers were more likely to see what they expected to see, compared to the likelihood of perceiving the unexpected stimulus. Some other studies in the literature have reported the opposite effect of prediction on visual perceptual selection, and we suggest that these inconsistencies may be due to differences across studies in the level of the visual processing hierarchy at which competing perceptual interpretations are resolved.Perception is influenced by predictions about the sensory environment. These predictions are informed by past experience and can be shaped by exposure to recurring patterns of sensory stimulation. Predictions can enhance perception of a predicted stimulus, but they can also suppress it by favoring novel and unexpected sensory information that is inconsistent with the predictions. Here we employed statistical learning to assess the effects of exposure to consistent sequences of oriented gratings on subsequent visual perceptual selection, as measured with binocular rivalry. Following statistical learning, the first portion of a learned sequence of stimulus orientations was presented to both eyes, followed by simultaneous presentation of the next grating in the sequence to one eye and an orthogonal unexpected orientation to the other eye. We found that subjects were more likely to perceive the grating that matched the orientation that was consistent with the predictive context. That is, observers were more likely to see what they expected to see, compared to the likelihood of perceiving the unexpected stimulus. Some other studies in the literature have reported the opposite effect of prediction on visual perceptual selection, and we suggest that these inconsistencies may be due to differences across studies in the level of the visual processing hierarchy at which competing perceptual interpretations are resolved.
Author Silver, Michael A.
Lawler, Elizabeth A.
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Cites_doi 10.1016/j.cub.2008.06.021
10.2307/1420042
10.1038/80676
10.1016/S0896-6273(00)80592-9
10.1167/7.12.12
10.2307/1418119
10.1016/0042-6989(84)90044-0
10.1016/j.visres.2010.10.009
10.1016/j.visres.2005.02.007
10.1523/JNEUROSCI.2770-10.2010
10.1038/379549a0
10.1126/science.274.5294.1926
10.1146/annurev.ne.19.030196.000545
10.1167/4.7.2
10.1016/j.visres.2008.07.013
10.1016/j.cub.2014.09.025
10.1111/j.1467-9280.1997.tb00690.x
10.3758/s13414-014-0793-1
10.1016/0042-6989(95)00232-4
10.1152/jn.00575.2006
10.1093/nc/niy004
10.1038/nn1445
10.1177/0963721412436806
10.1152/jn.00043.2022
10.1111/j.1467-9280.2008.02142.x
10.1111/1467-9280.00392
10.1523/JNEUROSCI.4139-15.2016
10.1167/15.5.3
10.3758/BF03211697
10.3389/fnhum.2011.00140
10.1075/aicr.90.10bre
10.1016/j.tics.2008.05.006
10.1016/j.tics.2018.06.002
10.1016/S0010-0277(98)00075-4
10.3758/BF03193534
10.1073/pnas.94.7.3408
10.1073/pnas.0900714106
10.1016/j.visres.2005.10.031
10.1523/JNEUROSCI.3421-17.2018
10.3389/fnhum.2011.00166
10.1002/hbm.21022
10.1016/j.neubiorev.2021.04.002
10.1073/pnas.0812860106
10.3389/fnhum.2011.00105
10.1038/nn.3689
10.1126/science.2772635
10.1016/j.neuron.2012.04.034
10.1073/pnas.1112895108
10.1037/a0014714
10.1163/156856897X00357
10.1016/j.cub.2008.05.048
10.1068/p3279
10.1016/j.jesp.2011.02.009
10.1073/pnas.0407157102
10.3758/s13414-014-0757-5
10.1167/10.8.2
10.1167/16.13.6
10.1037/h0059826
10.1038/nature02584
10.1038/nn1554
10.1113/jphysiol.1962.sp006837
10.3389/fnhum.2011.00155
10.1016/j.cub.2012.02.021
10.1016/j.concog.2011.01.001
10.1016/j.visres.2011.04.012
10.1177/0956797611408736
10.1016/j.tics.2019.11.003
10.3758/APP.71.6.1305
10.3758/BF03194852
10.1073/pnas.0506728103
10.1146/annurev.psych.55.090902.142005
10.1523/JNEUROSCI.3730-10.2010
10.3758/PBR.16.3.486
10.1167/18.3.1
10.1371/journal.pone.0030595
10.1162/jocn_a_01135
10.1163/156856897X00366
10.2466/pms.1985.61.3f.1307
10.3758/BF03212105
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References Hastorf (bib37) 1959; 72
Saffran (bib74) 1997; 8
Sheinberg (bib77) 1997; 94
Kumar (bib42) 2017; 29
Feuerriegel (bib29) 2021; 126
Maloney (bib51) 2005; 102
Pearson (bib65) 2008; 12
Bian (bib7) 2005; 67
Brady (bib9) 2008; 19
Yoon (bib93) 2009; 9
McCarley (bib52) 2000; 62
Carrasco (bib13) 2011; 51
Saffran (bib73) 1996; 274
Wolfe (bib91) 1984; 24
Mudrik (bib58) 2011; 22
Tanaka (bib84) 1996; 19
Press (bib71) 2020; 24
Gayet (bib33) 2015; 15
Richter (bib72) 2018; 38
Blake (bib8) 2011; 51
Denison (bib22) 2011; 5
Attarha (bib5) 2015; 77
Wilke (bib89) 2009; 106
de Lange (bib21) 2018; 22
Wunderlich (bib92) 2005; 8
Alink (bib2) 2010; 30
Mudrik (bib59) 2011; 20
Fiser (bib32) 2002; 28
Stanley (bib81) 2011; 5
Engel (bib28) 1956; 69
Egner (bib26) 2010; 30
Gibson (bib35) 1937; 20
Musz (bib60) 2014; 77
David (bib19) 2006; 96
Piazza (bib69) 2018; 18
Long (bib50) 1992; 52
Pelli (bib67) 1997; 10
Bressler (bib12) 2013
Liebert (bib47) 1985; 61
Chopin (bib18) 2012; 22
Kok (bib41) 2012; 75
Long (bib49) 2018; 115
Polonsky (bib70) 2000; 3
Meyer (bib55) 2011; 108
Chong (bib15) 2006; 46
Sobel (bib80) 2002; 31
Lehky (bib43) 1996; 36
Sheth (bib78) 2008; 48
Moutoussis (bib57) 2005; 45
Toppino (bib87) 2003; 65
Anderson (bib3) 2011; 47
Brascamp (bib11) 2007; 7
Alais (bib1) 2005
Kersten (bib40) 2004; 55
Saffran (bib75) 1999; 70
Haijiang (bib36) 2006; 103
Dogge (bib25) 2018; 2018
El-Shamayleh (bib27) 2016; 36
Fischer (bib30) 2014; 17
Aslin (bib4) 2012; 21
Tong (bib86) 1998; 21
Haynes (bib38) 2005; 8
Gebhart (bib34) 2009; 16
Meng (bib54) 2004; 4
Denison (bib23) 2016; 16
Levelt (bib45) 1965
Logothetis (bib48) 1989; 245
Hubel (bib39) 1962; 160
Ozkan (bib62) 2009; 71
Chalk (bib14) 2010; 10
Mitchell (bib56) 2004; 429
Liberman (bib46) 2014; 24
Dieter (bib24) 2011; 5
Turk-Browne (bib88) 2008; 34
Pearson (bib66) 2008; 18
Shimono (bib79) 2011; 32
de Jong (bib20) 2012; 7
Leopold (bib44) 1996; 379
Peterson (bib68) 1986; 12
Brainard (bib10) 1997; 10
Sterzer (bib82) 2008; 18
Baker (bib6) 2009; 106
Fiser (bib31) 2001; 12
Paffen (bib63) 2011; 5
Williams (bib90) 2022; 128
References_xml – volume: 18
  start-page: R697
  issue: 16
  year: 2008
  ident: bib82
  article-title: Believing is seeing: Expectations alter visual awareness
  publication-title: Current Biology,
  doi: 10.1016/j.cub.2008.06.021
– volume: 72
  start-page: 393
  issue: 3
  year: 1959
  ident: bib37
  article-title: The effect of meaning on binocular rivalry
  publication-title: The American Journal of Psychology,
  doi: 10.2307/1420042
– volume: 3
  start-page: 1153
  issue: 11
  year: 2000
  ident: bib70
  article-title: Neuronal activity in human primary visual cortex correlates with perception during binocular rivalry
  publication-title: Nature Neuroscience,
  doi: 10.1038/80676
– volume: 21
  start-page: 753
  issue: 4
  year: 1998
  ident: bib86
  article-title: Binocular rivalry and visual awareness in human extrastriate cortex
  publication-title: Neuron,
  doi: 10.1016/S0896-6273(00)80592-9
– volume: 7
  start-page: 1
  issue: 12
  year: 2007
  ident: bib11
  article-title: Flash suppression and flash facilitation in binocular rivalry
  publication-title: Journal of Vision,
  doi: 10.1167/7.12.12
– volume: 69
  start-page: 87
  issue: 1
  year: 1956
  ident: bib28
  article-title: The role of content in binocular resolution
  publication-title: The American Journal of Psychology,
  doi: 10.2307/1418119
– volume: 24
  start-page: 471
  issue: 5
  year: 1984
  ident: bib91
  article-title: Reversing ocular dominance and suppression in a single flash
  publication-title: Vision Research,
  doi: 10.1016/0042-6989(84)90044-0
– volume: 51
  start-page: 754
  issue: 7
  year: 2011
  ident: bib8
  article-title: Binocular vision
  publication-title: Vision Research,
  doi: 10.1016/j.visres.2010.10.009
– volume: 45
  start-page: 2231
  issue: 17
  year: 2005
  ident: bib57
  article-title: A binocular rivalry study of motion perception in the human brain
  publication-title: Vision Research,
  doi: 10.1016/j.visres.2005.02.007
– volume: 30
  start-page: 16601
  issue: 49
  year: 2010
  ident: bib26
  article-title: Expectation and surprise determine neural population responses in the ventral visual stream
  publication-title: Journal of Neuroscience,
  doi: 10.1523/JNEUROSCI.2770-10.2010
– volume: 379
  start-page: 549
  issue: 6565
  year: 1996
  ident: bib44
  article-title: Activity changes in early visual cortex reflect monkeys’ percepts during binocular rivalry
  publication-title: Nature,
  doi: 10.1038/379549a0
– volume: 274
  start-page: 1926
  issue: 5294
  year: 1996
  ident: bib73
  article-title: Statistical learning by 8-month-old infants
  publication-title: Science,
  doi: 10.1126/science.274.5294.1926
– volume: 19
  start-page: 109
  year: 1996
  ident: bib84
  article-title: Inferotemporal cortex and object vision
  publication-title: Annual Review of Neuroscience,
  doi: 10.1146/annurev.ne.19.030196.000545
– volume: 4
  start-page: 539
  issue: 7
  year: 2004
  ident: bib54
  article-title: Can attention selectively bias bistable perception? Differences between binocular rivalry and ambiguous figures
  publication-title: Journal of Vision,
  doi: 10.1167/4.7.2
– volume: 48
  start-page: 2415
  issue: 23–24
  year: 2008
  ident: bib78
  article-title: How emotional arousal and valence influence access to awareness
  publication-title: Vision Research,
  doi: 10.1016/j.visres.2008.07.013
– volume: 24
  start-page: 2569
  issue: 21
  year: 2014
  ident: bib46
  article-title: Serial dependence in the perception of faces
  publication-title: Current Biology,
  doi: 10.1016/j.cub.2014.09.025
– volume: 8
  start-page: 101
  issue: 2
  year: 1997
  ident: bib74
  article-title: Incidental language learning: Listening (and learning) out of the corner of your ear
  publication-title: Psychological Science,
  doi: 10.1111/j.1467-9280.1997.tb00690.x
– volume: 77
  start-page: 520
  issue: 2
  year: 2015
  ident: bib5
  article-title: Onset rivalry: Factors that succeed and fail to bias selection
  publication-title: Attention, Perception, & Psychophysics,
  doi: 10.3758/s13414-014-0793-1
– volume: 36
  start-page: 1225
  issue: 9
  year: 1996
  ident: bib43
  article-title: No binocular rivalry in the LGN of alert macaque monkeys
  publication-title: Vision Research,
  doi: 10.1016/0042-6989(95)00232-4
– volume: 96
  start-page: 3492
  issue: 6
  year: 2006
  ident: bib19
  article-title: Spectral receptive field properties explain shape selectivity in area V4
  publication-title: Journal of Neurophysiology,
  doi: 10.1152/jn.00575.2006
– volume: 2018
  start-page: niy004
  issue: 1
  year: 2018
  ident: bib25
  article-title: The influence of action-effect anticipation on bistable perception: Differences between onset rivalry and ambiguous motion
  publication-title: Neuroscience of Consciousness,
  doi: 10.1093/nc/niy004
– volume: 8
  start-page: 686
  issue: 5
  year: 2005
  ident: bib38
  article-title: Predicting the orientation of invisible stimuli from activity in human primary visual cortex
  publication-title: Nature Neuroscience,
  doi: 10.1038/nn1445
– volume: 21
  start-page: 170
  issue: 3
  year: 2012
  ident: bib4
  article-title: Statistical learning: From acquiring specific items to forming general rules
  publication-title: Current Directions in Psychological Science,
  doi: 10.1177/0963721412436806
– volume: 128
  start-page: 1421
  year: 2022
  ident: bib90
  article-title: Independent repetition suppression in macaque area V2 and inferotemporal cortex
  publication-title: Journal of Neurophysiology,
  doi: 10.1152/jn.00043.2022
– volume: 19
  start-page: 678
  issue: 7
  year: 2008
  ident: bib9
  article-title: Statistical learning using real-world scenes: Extracting categorical regularities without conscious intent
  publication-title: Psychological Science,
  doi: 10.1111/j.1467-9280.2008.02142.x
– volume: 12
  start-page: 499
  issue: 6
  year: 2001
  ident: bib31
  article-title: Unsupervised statistical learning of higher-order spatial structures from visual scenes
  publication-title: Psychological Science,
  doi: 10.1111/1467-9280.00392
– volume: 36
  start-page: 5532
  issue: 20
  year: 2016
  ident: bib27
  article-title: Contour curvature as an invariant code for objects in visual area V4
  publication-title: Journal of Neuroscience,
  doi: 10.1523/JNEUROSCI.4139-15.2016
– volume-title: Binocular rivalry
  year: 2005
  ident: bib1
– volume: 15
  start-page: 1
  issue: 5
  year: 2015
  ident: bib33
  article-title: Cogito ergo video: Task-relevant information is involuntarily boosted into awareness
  publication-title: Journal of Vision,
  doi: 10.1167/15.5.3
– volume: 52
  start-page: 609
  issue: 6
  year: 1992
  ident: bib50
  article-title: Prime time: Fatigue and set effects in the perception of reversible figures
  publication-title: Perception & Psychophysics,
  doi: 10.3758/BF03211697
– volume: 5
  start-page: 140
  year: 2011
  ident: bib81
  article-title: Onset rivalry: The initial dominance phase is independent of ongoing perceptual alternations
  publication-title: Frontiers in Human Neuroscience,
  doi: 10.3389/fnhum.2011.00140
– start-page: 253
  volume-title: The constitution of visual consciousness: Lessons from binocular rivalry
  year: 2013
  ident: bib12
  article-title: High-level modulations of binocular rivalry: Effects of stimulus configuration, spatial and temporal context, and observer state
  doi: 10.1075/aicr.90.10bre
– volume: 12
  start-page: 334
  issue: 9
  year: 2008
  ident: bib65
  article-title: Sensory memory for ambiguous vision
  publication-title: Trends in Cognitive Sciences,
  doi: 10.1016/j.tics.2008.05.006
– volume: 22
  start-page: 764
  issue: 9
  year: 2018
  ident: bib21
  article-title: How do expectations shape perception?
  publication-title: Trends in Cognitive Sciences,
  doi: 10.1016/j.tics.2018.06.002
– volume: 70
  start-page: 27
  issue: 1
  year: 1999
  ident: bib75
  article-title: Statistical learning of tone sequences by human infants and adults
  publication-title: Cognition,
  doi: 10.1016/S0010-0277(98)00075-4
– volume: 67
  start-page: 802
  issue: 5
  year: 2005
  ident: bib7
  article-title: The ground dominance effect in the perception of 3-D layout
  publication-title: Perception & Psychophysics,
  doi: 10.3758/BF03193534
– volume: 94
  start-page: 3408
  issue: 7
  year: 1997
  ident: bib77
  article-title: The role of temporal cortical areas in perceptual organization
  publication-title: Proceedings of the National Academy of Sciences of the United States of America,
  doi: 10.1073/pnas.94.7.3408
– volume: 106
  start-page: 9465
  issue: 23
  year: 2009
  ident: bib89
  article-title: Neural activity in the visual thalamus reflects perceptual suppression
  publication-title: Proceedings of the National Academy of Sciences of the United States of America,
  doi: 10.1073/pnas.0900714106
– volume: 46
  start-page: 1794
  issue: 11
  year: 2006
  ident: bib15
  article-title: Exogenous attention and endogenous attention influence initial dominance in binocular rivalry
  publication-title: Vision Research,
  doi: 10.1016/j.visres.2005.10.031
– volume: 38
  start-page: 7452
  issue: 34
  year: 2018
  ident: bib72
  article-title: Suppressed sensory response to predictable object stimuli throughout the ventral visual stream
  publication-title: Journal of Neuroscience,
  doi: 10.1523/JNEUROSCI.3421-17.2018
– volume: 28
  start-page: 458
  issue: 3
  year: 2002
  ident: bib32
  article-title: Statistical learning of higher-order temporal structure from visual shape sequences
  publication-title: Journal of Experimental Psychology: Learning Memory and Cognition,
– volume: 5
  start-page: 166
  year: 2011
  ident: bib22
  article-title: Predictive context influences perceptual selection during binocular rivalry
  publication-title: Frontiers in Human Neuroscience,
  doi: 10.3389/fnhum.2011.00166
– volume: 32
  start-page: 397
  issue: 3
  year: 2011
  ident: bib79
  article-title: Neural processes for intentional control of perceptual switching: A magnetoencephalography study
  publication-title: Human Brain Mapping,
  doi: 10.1002/hbm.21022
– volume: 126
  start-page: 368
  year: 2021
  ident: bib29
  article-title: Evaluating the evidence for expectation suppression in the visual system
  publication-title: Neuroscience & Biobehavioral Reviews,
  doi: 10.1016/j.neubiorev.2021.04.002
– volume: 115
  start-page: E9015
  issue: 38
  year: 2018
  ident: bib49
  article-title: Mid-level visual features underlie the high-level categorical organization of the ventral stream
  publication-title: Proceedings of the National Academy of Sciences of the United States of America,
– volume: 106
  start-page: 5436
  issue: 13
  year: 2009
  ident: bib6
  article-title: Natural images dominate in binocular rivalry
  publication-title: Proceedings of the National Academy of Sciences of the United States of America,
  doi: 10.1073/pnas.0812860106
– volume: 5
  start-page: 105
  year: 2011
  ident: bib63
  article-title: Attentional modulation of binocular rivalry
  publication-title: Frontiers in Human Neuroscience,
  doi: 10.3389/fnhum.2011.00105
– volume: 34
  start-page: 399
  issue: 2
  year: 2008
  ident: bib88
  article-title: Multidimensional visual statistical learning
  publication-title: Journal of Experimental Psychology: Learning Memory and Cognition,
– volume: 17
  start-page: 738
  issue: 5
  year: 2014
  ident: bib30
  article-title: Serial dependence in visual perception
  publication-title: Nature Neuroscience,
  doi: 10.1038/nn.3689
– volume: 245
  start-page: 761
  issue: 4919
  year: 1989
  ident: bib48
  article-title: Neuronal correlates of subjective visual perception
  publication-title: Science,
  doi: 10.1126/science.2772635
– volume: 75
  start-page: 265
  issue: 2
  year: 2012
  ident: bib41
  article-title: Less is more: Expectation sharpens representations in the primary visual cortex
  publication-title: Neuron,
  doi: 10.1016/j.neuron.2012.04.034
– volume: 108
  start-page: 19401
  issue: 48
  year: 2011
  ident: bib55
  article-title: Statistical learning of visual transitions in monkey inferotemporal cortex
  publication-title: Proceedings of the National Academy of Sciences of the United States of America,
  doi: 10.1073/pnas.1112895108
– volume: 9
  start-page: 172
  issue: 2
  year: 2009
  ident: bib93
  article-title: Perception of facial expressions of emotion during binocular rivalry
  publication-title: Emotion,
  doi: 10.1037/a0014714
– volume: 10
  start-page: 433
  issue: 4
  year: 1997
  ident: bib10
  article-title: The Psychophysics Toolbox
  publication-title: Spatial Vision,
  doi: 10.1163/156856897X00357
– volume: 18
  start-page: 982
  issue: 13
  year: 2008
  ident: bib66
  article-title: The functional impact of mental imagery on conscious perception
  publication-title: Current Biology,
  doi: 10.1016/j.cub.2008.05.048
– volume: 31
  start-page: 813
  issue: 7
  year: 2002
  ident: bib80
  article-title: How context influences predominance during binocular rivalry
  publication-title: Perception,
  doi: 10.1068/p3279
– volume: 47
  start-page: 856
  issue: 4
  year: 2011
  ident: bib3
  article-title: What you feel influences what you see: The role of affective feelings in resolving binocular rivalry
  publication-title: Journal of Experimental Social Psychology,
  doi: 10.1016/j.jesp.2011.02.009
– volume: 102
  start-page: 3164
  issue: 8
  year: 2005
  ident: bib51
  article-title: Past trials influence perception of ambiguous motion quartets through pattern completion
  publication-title: Proceedings of the National Academy of Sciences of the United States of America,
  doi: 10.1073/pnas.0407157102
– volume: 77
  start-page: 78
  issue: 1
  year: 2014
  ident: bib60
  article-title: Visual statistical learning is not reliably modulated by selective attention to isolated events
  publication-title: Attention, Perception, & Psychophysics,
  doi: 10.3758/s13414-014-0757-5
– volume: 10
  start-page: 1
  issue: 8
  year: 2010
  ident: bib14
  article-title: Rapidly learned stimulus expectations alter perception of motion
  publication-title: Journal of Vision,
  doi: 10.1167/10.8.2
– volume: 16
  start-page: 1
  issue: 13
  year: 2016
  ident: bib23
  article-title: Perceptual suppression of predicted natural images
  publication-title: Journal of Vision,
  doi: 10.1167/16.13.6
– volume: 20
  start-page: 453
  issue: 5
  year: 1937
  ident: bib35
  article-title: Adaptation, after-effect and contrast in the perception of tilted lines I. Quantitative studies
  publication-title: Journal of Experimental Psychology,
  doi: 10.1037/h0059826
– volume: 429
  start-page: 410
  year: 2004
  ident: bib56
  article-title: Object-based attention determines dominance in binocular rivalry
  publication-title: Nature,
  doi: 10.1038/nature02584
– volume: 8
  start-page: 1595
  issue: 11
  year: 2005
  ident: bib92
  article-title: Neural correlates of binocular rivalry in the human lateral geniculate nucleus
  publication-title: Nature Neuroscience,
  doi: 10.1038/nn1554
– volume: 160
  start-page: 106
  issue: 1
  year: 1962
  ident: bib39
  article-title: Receptive fields, binocular interaction and functional architecture in the cat's visual cortex
  publication-title: Journal of Physiology,
  doi: 10.1113/jphysiol.1962.sp006837
– volume: 5
  start-page: 155
  year: 2011
  ident: bib24
  article-title: Understanding attentional modulation of binocular rivalry: A framework based on biased competition
  publication-title: Frontiers in Human Neuroscience,
  doi: 10.3389/fnhum.2011.00155
– volume: 22
  start-page: 622
  issue: 7
  year: 2012
  ident: bib18
  article-title: Predictive properties of visual adaptation
  publication-title: Current Biology,
  doi: 10.1016/j.cub.2012.02.021
– volume: 20
  start-page: 756
  issue: 3
  year: 2011
  ident: bib59
  article-title: Scene congruency biases binocular rivalry
  publication-title: Consciousness and Cognition,
  doi: 10.1016/j.concog.2011.01.001
– volume: 51
  start-page: 1485
  issue: 13
  year: 2011
  ident: bib13
  article-title: Visual attention: The past 25 years
  publication-title: Vision Research,
  doi: 10.1016/j.visres.2011.04.012
– volume: 22
  start-page: 764
  issue: 6
  year: 2011
  ident: bib58
  article-title: Integration without awareness: Expanding the limits of unconscious processing
  publication-title: Psychological Science,
  doi: 10.1177/0956797611408736
– volume: 24
  start-page: 13
  issue: 1
  year: 2020
  ident: bib71
  article-title: The perceptual prediction paradox
  publication-title: Trends in Cognitive Sciences,
  doi: 10.1016/j.tics.2019.11.003
– volume: 71
  start-page: 1305
  issue: 6
  year: 2009
  ident: bib62
  article-title: Predominance of ground over ceiling surfaces in binocular rivalry
  publication-title: Attention, Perception, & Psychophysics,
  doi: 10.3758/APP.71.6.1305
– volume: 65
  start-page: 1285
  issue: 8
  year: 2003
  ident: bib87
  article-title: Reversible-figure perception: Mechanisms of intentional control
  publication-title: Perception & Psychophysics,
  doi: 10.3758/BF03194852
– volume: 103
  start-page: 483
  issue: 2
  year: 2006
  ident: bib36
  article-title: Demonstration of cue recruitment: Change in visual appearance by means of Pavlovian conditioning
  publication-title: Proceedings of the National Academy of Sciences of the United States of America,
  doi: 10.1073/pnas.0506728103
– volume: 55
  start-page: 271
  year: 2004
  ident: bib40
  article-title: Object perception as Bayesian inference
  publication-title: Annual Review of Psychology,
  doi: 10.1146/annurev.psych.55.090902.142005
– volume: 30
  start-page: 2960
  issue: 8
  year: 2010
  ident: bib2
  article-title: Stimulus predictability reduces responses in primary visual cortex
  publication-title: Journal of Neuroscience,
  doi: 10.1523/JNEUROSCI.3730-10.2010
– volume: 16
  start-page: 486
  issue: 3
  year: 2009
  ident: bib34
  article-title: Statistical learning of adjacent and nonadjacent dependencies among nonlinguistic sounds
  publication-title: Psychonomic Bulletin & Review,
  doi: 10.3758/PBR.16.3.486
– volume: 18
  start-page: 1
  issue: 3
  year: 2018
  ident: bib69
  article-title: Recent cross-modal statistical learning influences visual perceptual selection
  publication-title: Journal of Vision,
  doi: 10.1167/18.3.1
– volume: 7
  start-page: e30595
  issue: 1
  year: 2012
  ident: bib20
  article-title: Opposite influence of perceptual memory on initial and prolonged perception of sensory ambiguity
  publication-title: PLoS ONE,
  doi: 10.1371/journal.pone.0030595
– volume-title: On binocular rivalry
  year: 1965
  ident: bib45
– volume: 12
  start-page: 50
  issue: 1
  year: 1986
  ident: bib68
  article-title: Illusory concomitant motion in ambiguous stereograms: Evidence for nonstimulus contributions to perceptual organization
  publication-title: Journal of Experimental Psychology: Human Perception and Performance,
– volume: 29
  start-page: 1445
  issue: 8
  year: 2017
  ident: bib42
  article-title: Encoding of predictable and unpredictable stimuli by inferior temporal cortical neurons
  publication-title: Journal of Cognitive Neuroscience,
  doi: 10.1162/jocn_a_01135
– volume: 10
  start-page: 437
  issue: 4
  year: 1997
  ident: bib67
  article-title: The VideoToolbox software for visual psychophysics: Transforming numbers into movies
  publication-title: Spatial Vision,
  doi: 10.1163/156856897X00366
– volume: 61
  start-page: 1307
  issue: 3
  year: 1985
  ident: bib47
  article-title: Voluntary control of reversible figures
  publication-title: Perceptual and Motor Skills,
  doi: 10.2466/pms.1985.61.3f.1307
– volume: 62
  start-page: 540
  issue: 3
  year: 2000
  ident: bib52
  article-title: Asymmetry in 3-D perceptual organization: Ground-like surface superior to ceiling-like surface
  publication-title: Perception & Psychophysics,
  doi: 10.3758/BF03212105
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Snippet Perception is influenced by predictions about the sensory environment. These predictions are informed by past experience and can be shaped by exposure to...
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SubjectTerms Eye
Humans
Learning - physiology
Photic Stimulation
Vision, Binocular - physiology
Visual Perception - physiology
Title Enhanced perceptual selection of predicted stimulus orientations following statistical learning
URI https://www.ncbi.nlm.nih.gov/pubmed/37410495
https://www.proquest.com/docview/2833996394
https://pubmed.ncbi.nlm.nih.gov/PMC10337790
Volume 23
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