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Handschack J, Rothkirch M, Sterzer P, Hesselmann G. No effect of attentional modulation by spatial cueing in a masked numerical priming paradigm using continuous flash suppression (CFS). PeerJ 2023; 11:e14607. [PMID: 36632138 PMCID: PMC9828280 DOI: 10.7717/peerj.14607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 11/30/2022] [Indexed: 01/09/2023] Open
Abstract
One notion emerging from studies on unconscious visual processing is that different "blinding techniques" seem to suppress the conscious perception of stimuli at different levels of the neurocognitive architecture. However, even when only the results from a single suppression method are compared, the picture of the scope and limits of unconscious visual processing remains strikingly heterogeneous, as in the case of continuous flash suppression (CFS). To resolve this issue, it has been suggested that high-level semantic processing under CFS is facilitated whenever interocular suppression is attenuated by the removal of visuospatial attention. In this behavioral study, we aimed to further investigate this "CFS-attenuation-by-inattention" hypothesis in a numerical priming study using spatial cueing. Participants performed a number comparison task on a visible target number ("compare number to five"). Prime-target pairs were either congruent (both numbers smaller, or both larger than five) or incongruent. Based on the "CFS-attenuation-by-inattention" hypothesis, we predicted that reaction times (RTs) for congruent prime-target pairs should be faster than for incongruent ones, but only when the prime was presented at the uncued location. In the invisible condition, we observed no priming effects and thus no evidence in support of the "CFS-attenuation-by-inattention" hypothesis. In the visible condition, we found an inverse effect of prime-target congruency. Our results agree with the notion that the representation of CF-suppressed stimuli is fractionated, and limited to their basic, elemental features, thus precluding semantic processing.
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Affiliation(s)
- Juliane Handschack
- Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences, Visual Perception Laboratory, Berlin, Germany
| | - Marcus Rothkirch
- Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences, Visual Perception Laboratory, Berlin, Germany
| | - Philipp Sterzer
- Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences, Visual Perception Laboratory, Berlin, Germany
| | - Guido Hesselmann
- Department of General and Biological Psychology, Psychologische Hochschule Berlin (PHB), Berlin, Germany
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Prochazkova E, Venneker D, de Zwart R, Tamietto M, Kret ME. Conscious awareness is necessary to assess trust and mimic facial expressions, while pupils impact trust unconsciously. Philos Trans R Soc Lond B Biol Sci 2022; 377:20210183. [PMID: 36126669 PMCID: PMC9489300 DOI: 10.1098/rstb.2021.0183] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Accepted: 03/17/2022] [Indexed: 11/12/2022] Open
Abstract
People make rapid inferences about others' thoughts and intentions. For example, they observe facial movements and pupil size of others and unwittingly make use of this information when deciding whether to trust someone or not. However, whether spontaneous mimicry depends on visual awareness of the stimulus and whether these processes underlie trust decisions is still unknown. To investigate whether visual awareness modulates the relationship between emotional expressions, mimicry and trust, participants played a series of trust games and saw either their partners' faces with a neutral, happy or fearful expression, or their partners' eyes in which the pupil size was large, medium or small. Subjects' trust investments, facial movements and pupil responses were measured. In half of the trials, the stimuli were rendered invisible by continuous flash suppression. Results showed that facial expressions were mimicked and influenced trust decisions during the conscious condition, but not during the unconscious (suppressed) condition. The opposite was found for pupil size, which influenced trust decisions during states of unawareness. These results suggest that the neurobiological pathway linking the observation of facial expressions to mimicry and trust is predominantly conscious, whereas partner pupil size influences trust primarily when presented unconsciously. This article is part of the theme issue 'Cracking the laugh code: laughter through the lens of biology, psychology and neuroscience'.
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Affiliation(s)
- E. Prochazkova
- Institute of Psychology, Cognitive Psychology Unit, Leiden Institute for Brain and Cognition (LIBC), Albinusdreef 2, Leiden 2300 RC, The Netherlands
- Leiden Institute for Brain and Cognition (LIBC), Albinusdreef 2, Leiden 2300 RC, The Netherlands
| | - D. Venneker
- Leiden Institute For Brain and Cognition, Leiden University, Wassenaarseweg 52, 2333 AK Leiden, The Netherlands
| | - R. de Zwart
- Institute of Psychology, Cognitive Psychology Unit, Leiden Institute for Brain and Cognition (LIBC), Albinusdreef 2, Leiden 2300 RC, The Netherlands
| | - M. Tamietto
- Department of Medical and Clinical Psychology, and CoRPS - Center of Research on Psychology in Somatic diseases - Tilburg University, PO Box 90153, 5000 LE Tilburg, The Netherlands
- Department of Psychology, University of Torino, Via G. Verdi 10, 10124, Torino, Italy
| | - M. E. Kret
- Institute of Psychology, Cognitive Psychology Unit, Leiden Institute for Brain and Cognition (LIBC), Albinusdreef 2, Leiden 2300 RC, The Netherlands
- Leiden Institute for Brain and Cognition (LIBC), Albinusdreef 2, Leiden 2300 RC, The Netherlands
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3
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CFS-crafter: An open-source tool for creating and analyzing images for continuous flash suppression experiments. Behav Res Methods 2022:10.3758/s13428-022-01903-7. [PMID: 35794414 DOI: 10.3758/s13428-022-01903-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/08/2022] [Indexed: 11/08/2022]
Abstract
Continuous flash suppression (CFS) is a popular masking technique used to manipulate visual awareness. By presenting a rapidly changing stimulus to one eye (the 'mask'), a static image viewed by the other (the 'target') may remain invisible for many seconds. This effectiveness affords a means to assess unconscious visual processing, leading to the widespread use of CFS in several basic and clinical sciences. However, the lack of principled stimulus selection has impeded generalization of conclusions across studies, as the strength of interocular suppression is dependent on the spatiotemporal properties of the CFS mask and target. To address this, we created CFS-crafter, a point-and-click, open-source tool for creating carefully controlled CFS stimuli. The CFS-crafter provides a streamlined workflow to create, modify, and analyze mask and target stimuli, requiring only a rudimentary understanding of image processing that is well supported by help files in the application. Users can create CFS masks ranging from classic Mondrian patterns to those comprising objects or faces, or they can create, upload, and analyze their own images. Mask and target images can be custom-designed using image-processing operations performed in the frequency domain, including phase-scrambling and spatial/temporal/orientation filtering. By providing the means for the customization and analysis of CFS stimuli, the CFS-crafter offers controlled creation, analysis, and cross-study comparison. Thus, the CFS-crafter-with its easy-to-use image processing functionality-should facilitate the creation of visual conditions that allow a principled assessment of hypotheses about visual processing outside of awareness.
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Lee HH, Chien SE, Lin V, Yeh SL. Seeing food fast and slow: Arousing pictures and words have reverse priorities in accessing awareness. Cognition 2022; 225:105144. [PMID: 35489159 DOI: 10.1016/j.cognition.2022.105144] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2021] [Revised: 04/14/2022] [Accepted: 04/18/2022] [Indexed: 01/30/2023]
Abstract
Previous studies have shown that stimuli triggering higher arousal (e.g., attractiveness) can access awareness faster than those triggering lower arousal, yet no studies have examined the effect of food calories. Since food brings us energy, satiety, and positive emotions, food stimuli bringing higher arousal would likely have higher priority in accessing awareness over those with lower arousal. We used high-calorie and low-calorie food stimuli as representatives for high and low arousal stimuli, respectively, based on the tight relationship between calorie and arousal. By adopting the breaking continuous flash suppression (b-CFS) paradigm, we had high-calorie and low-calorie food pictures or words presented dichoptically with dynamic Mondrian masks and measured the time for food stimuli to be released from suppression. Our results showed that high-calorie food pictures could access visual awareness faster than low-calorie food pictures (Experiment 1), and the reverse pattern was observed for food words (Experiment 2). We ruled out the possibility of the difference in low-level features (Experiment 3) and post-perceptual response bias (Experiment 4) as the causes for the observed b-CFS time differences. This study revealed the dissociation of the unconscious processing of pictures and words, which may rely on mechanisms related to attentional capture. High-arousing stimuli do not always enjoy priority in accessing visual awareness.
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Affiliation(s)
- Hsing-Hao Lee
- Department of Psychology, New York University, USA; Department of Psychology, National Taiwan University, Taiwan
| | - Sung-En Chien
- Department of Psychology, National Taiwan University, Taiwan
| | - Valerie Lin
- Department of Psychology, National Taiwan University, Taiwan
| | - Su-Ling Yeh
- Department of Psychology, National Taiwan University, Taiwan; Graduate Institute of Brain and Mind Sciences, National Taiwan University, Taiwan; Neurobiology and Cognitive Science Center, National Taiwan University, Taiwan; Center for Artificial Intelligence and Advanced Robotics, National Taiwan University, Taiwan; Center for Advanced Study in the Behavioral Sciences, Stanford University, USA.
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5
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Stein T, Peelen MV. Dissociating conscious and unconscious influences on visual detection effects. Nat Hum Behav 2021; 5:612-624. [PMID: 33398144 DOI: 10.1038/s41562-020-01004-5] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 10/21/2020] [Indexed: 01/28/2023]
Abstract
The scope of unconscious processing is highly debated, with recent studies showing that even high-level functions such as perceptual integration and category-based attention occur unconsciously. For example, upright faces that are suppressed from awareness through interocular suppression break into awareness more quickly than inverted faces. Similarly, verbal object cues boost otherwise invisible objects into awareness. Here, we replicate these findings, but find that they reflect a general difference in detectability not specific to interocular suppression. To dissociate conscious and unconscious influences on visual detection effects, we use an additional discrimination task to rule out conscious processes as a cause for these differences. Results from this detection-discrimination dissociation paradigm reveal that, while face orientation is processed unconsciously, category-based attention requires awareness. These findings provide insights into the function of conscious perception and offer an experimental approach for mapping out the scope and limits of unconscious processing.
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Affiliation(s)
- Timo Stein
- Brain and Cognition, Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands.
| | - Marius V Peelen
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
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6
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Conscious perception of flickering stimuli in binocular rivalry and continuous flash suppression is not affected by tACS-induced SSR modulation. Conscious Cogn 2020; 82:102953. [PMID: 32450496 DOI: 10.1016/j.concog.2020.102953] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2019] [Revised: 04/11/2020] [Accepted: 05/08/2020] [Indexed: 11/22/2022]
Abstract
The content of conscious perception is known to correlate with steady-state responses (SSRs), yet their causal relationship remains unclear. Can we manipulate conscious perception by directly interfering with SSRs through transcranial alternating current stimulation (tACS)? Here, we directly addressed this question in three experiments involving binocular rivalry and continuous flash suppression (CFS). Specifically, while participants (N = 24) viewed either binocular rivalry or tried to detect stimuli masked by CFS, we applied sham or real tACS across parieto-occipital cortex at either the same or a different frequency and phase as an SSR eliciting flicker stimulus. We found that tACS did not differentially affect conscious perception in the forms of predominance, CFS detection accuracy, reaction time, or metacognitive sensitivity, confirmed by Bayesian statistics. We conclude that tACS application at frequencies of stimulus-induced SSRs does not have perceptual effects and that SSRs may be epiphenomenal to conscious perception.
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Cha O, Son G, Chong SC, Tovar DA, Blake R. Novel procedure for generating continuous flash suppression: Seurat meets Mondrian. J Vis 2019; 19:1. [PMID: 31790554 PMCID: PMC6886724 DOI: 10.1167/19.14.1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Continuous flash suppression (CFS) entails presentation of a stationary target to one eye and an animated sequence of arrays of geometric figures, the mask, to the other eye. The prototypical CFS sequence comprises different sized rectangles of various colors, dubbed Mondrians. Presented as a rapid, changing sequence to one eye, Mondrians or other similarly constructed textured arrays can abolish awareness of the target viewed by the other eye for many seconds at a time, producing target suppression durations much longer than those associated with conventional binocular rivalry. We have devised an animation technique that replaces meaningless Mondrian figures with recognizable visual objects and scenes as inducers of CFS, allowing explicit manipulation of the visual semantic content of those masks. By converting each image of these CFS sequences into successively presented objects or scenes each comprised of many small, circular patches of color, we create pointillist CFS sequences closely matched in terms of their spatio-temporal power spectra. Randomly rearranging the positions of the pointillist patches scrambles the images so they are no longer recognizable. CFS sequences comprising a stream of different objects produces more robust interocular suppression than do sequences comprising a stream of different scenes, even when the two categories of CFS are matched in root mean square contrast and spatial frequency content. Factors promoting these differences in CFS potency could range from low-level, image-based features to high-level factors including attention and recognizability. At the same time, object- and scene-based CFS sequences, when themselves suppressed from awareness, do not differ in their durations of suppression, implying that semantic content of those images comprising CFS sequences are not registered during suppression. The pointillist technique itself offers a potentially useful means for examining the impact of high-level image meaning on aspects of visual perception other than interocular suppression.
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Affiliation(s)
- Oakyoon Cha
- Department of Psychology, Vanderbilt University, Nashville, TN, USA.,Graduate Program in Cognitive Science, Yonsei University, Seoul, Korea
| | - Gaeun Son
- Graduate Program in Cognitive Science, Yonsei University, Seoul, Korea
| | - Sang Chul Chong
- Graduate Program in Cognitive Science, Yonsei University, Seoul, Korea
| | - David A Tovar
- School of Medicine, Vanderbilt University, Nashville, TN, USA
| | - Randolph Blake
- Department of Psychology, Vanderbilt University, Nashville, TN, USA
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Valuch C, Mattler U. Action priming is linked to visual perception in continuous flash suppression. J Vis 2019; 19:13. [DOI: 10.1167/19.7.13] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Affiliation(s)
- Christian Valuch
- Department of Experimental Psychology, University of Goettingen, Goettingen, Germany
- Leibniz ScienceCampus Primate Cognition, Goettingen, Germany
- ://experiment.one
| | - Uwe Mattler
- Department of Experimental Psychology, University of Goettingen, Goettingen, Germany
- ://www.psych.uni-goettingen.de/en/experimental/people/mattler-uwe?set_language=en
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9
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Kaminski JA, Sterzer P, Mishara AL. "Seeing Rain": Integrating phenomenological and Bayesian predictive coding approaches to visual hallucinations and self-disturbances (Ichstörungen) in schizophrenia. Conscious Cogn 2019; 73:102757. [PMID: 31284176 DOI: 10.1016/j.concog.2019.05.005] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2018] [Revised: 05/10/2019] [Accepted: 05/17/2019] [Indexed: 01/01/2023]
Abstract
We present a schizophrenia patient who reports "seeing rain" with attendant somatosensory features which separate him from his surroundings. Because visual/multimodal hallucinations are understudied in schizophrenia, we examine a case history to determine the role of these hallucinations in self-disturbances (Ichstörungen). Developed by the early Heidelberg School, self-disturbances comprise two components: 1. The self experiences its own automatic processing as alien to self in a split-off, "doubled-I." 2. In "I-paralysis," the disruption to automatic processing is now outside the self in omnipotent agents. Self-disturbances (as indicated by visual/multimodal hallucinations) involve impairment in the ability to predict moment-to-moment experiences in the ongoing perception-action cycle. The phenomenological approach to subjective experience of self-disturbances complements efforts to model psychosis using the computational framework of hierarchical predictive coding. We conclude that self-disturbances play an adaptive, compensatory role following the uncoupling of perception and action, and possibly, other low-level perceptual anomalies.
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Affiliation(s)
- J A Kaminski
- Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin, D-10117 Berlin, Germany; Berlin Institute of Health (BIH), D-10117 Berlin, Germany
| | - P Sterzer
- Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin, D-10117 Berlin, Germany
| | - A L Mishara
- The Chicago School of Professional Psychology, Los Angeles Campus, Los Angeles, CA, United States..
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10
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Blake R, Goodman R, Tomarken A, Kim HW. Individual differences in continuous flash suppression: Potency and linkages to binocular rivalry dynamics. Vision Res 2019; 160:10-23. [PMID: 31002836 DOI: 10.1016/j.visres.2019.04.003] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Revised: 03/12/2019] [Accepted: 04/04/2019] [Indexed: 01/09/2023]
Abstract
Binocular rivalry (BR) and continuous flash suppression (CFS) are compelling psychophysical phenomena involving interocular suppression. Using an individual differences approach we assessed whether interocular suppression induced by CFS is predictable in potency from characteristics of BR that are plausibly governed by interocular inhibition. We found large individual differences in BR dynamics and, in addition, in the strength of CFS as gauged by the incidence and durations of breakthroughs in CFS during an extended viewing periods. CFS's potency waned with repeated trials, but stable individual differences persisted despite these mean shifts. We also discovered large individual differences in the strength of the post-CFS shift in BR dominance produced by interocular suppression. While CFS breakthroughs were significantly negatively correlated with shifts in BR dominance after CFS, there were no significant associations between individual differences in alternation rate during pre-CFS binocular rivalry and either breakthroughs during CFS or post-CFS dominance shifts. Bayesian hypothesis tests and highest posterior density intervals confirmed the weak association between these two forms of interocular suppression. Thus, our findings suggest that the substantial individual differences in BR dynamics and CFS effectiveness are modestly related but not entirely mediated by one common neural substrate.
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Affiliation(s)
- Randolph Blake
- Department of Psychology, Vanderbilt University, Nashville, TN 37212, USA; Vanderbilt Vision Research Center, Nashville, TN 37212, USA.
| | - Rachel Goodman
- Department of Psychology, Vanderbilt University, Nashville, TN 37212, USA
| | - Andrew Tomarken
- Department of Psychology, Vanderbilt University, Nashville, TN 37212, USA
| | - Hyun-Woong Kim
- Department of Psychology, Korea University, Seoul 02842, Republic of Korea
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11
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"Real-life" continuous flash suppression (CFS)-CFS with real-world objects using augmented reality goggles. Behav Res Methods 2018; 51:2827-2839. [PMID: 30430349 PMCID: PMC6877487 DOI: 10.3758/s13428-018-1162-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Continuous flash suppression (CFS) is a popular method for suppressing visual stimuli from awareness for relatively long periods. Thus far, this method has only been used for suppressing two-dimensional images presented on screen. We present a novel variant of CFS, termed “real-life” CFS, in which a portion of the actual immediate surroundings of an observer—including three-dimensional, real-life objects—can be rendered unconscious. Our method uses augmented reality goggles to present subjects with CFS masks to the dominant eye, leaving the nondominant eye exposed to the real world. In three experiments we demonstrated that real objects can indeed be suppressed from awareness for several seconds, on average, and that the suppression duration is comparable to that obtained using classic, on-screen CFS. As supplementary information, we further provide an example of experimental code that can be modified for future studies. This technique opens the way to new questions in the study of consciousness and its functions.
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12
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No evidence for dorsal-stream-based priming under continuous flash suppression. Conscious Cogn 2018; 64:84-94. [DOI: 10.1016/j.concog.2018.05.011] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Revised: 05/21/2018] [Accepted: 05/22/2018] [Indexed: 11/18/2022]
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13
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Han S, Alais D. Battle of the Mondrians: Investigating the Role of Unpredictability in Continuous Flash Suppression. Iperception 2018; 9:2041669518792930. [PMID: 30151096 PMCID: PMC6108022 DOI: 10.1177/2041669518792930] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Accepted: 07/11/2018] [Indexed: 11/24/2022] Open
Abstract
In continuous flash suppression (CFS), a dynamic sequence of Mondrian patterns presented to one eye suppresses a static target in the other eye for several seconds at a time. Its effectiveness has been linked to low-level properties such as spatial frequency and orientation, but the role of higher order influences remains unstudied. Here, using a tracking paradigm, we asked if the spatial and temporal predictability of the Mondrian sequence affects CFS dynamics. Predictable temporal sequences were regularly updated every 100 ms or modulated sinusoidally in pixel luminance at 2 Hz. Unpredictable temporal sequences were irregularly updated or had stochastic pixel luminance changes across time. To vary spatial predictability, sequences were either updated with different Mondrian patterns or had a fixed spatial pattern. We found a modest effect of spatial uncertainty when the target modulation was low (0.125 Hz) but not temporal uncertainty, which had no significant effects regardless of target modulation. Similar results were obtained when we pitted the standard Mondrian sequence against sequences with a fixed spatial pattern and temporally low-pass filtered sequences in a binocular rivalry paradigm. Thus, not only was the effect of information predictability was modest and spatial, but it was also dependent on the presence of higher temporal frequencies. Together, the results demonstrate the significance of low-level properties in affecting CFS dynamics and the possible involvement of pattern structure masking in CFS.
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Affiliation(s)
- Shui’Er Han
- School of Psychology, The University of Sydney, New South Wales, Australia
| | - David Alais
- School of Psychology, The University of Sydney, New South Wales, Australia
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14
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Zhan M, Engelen T, de Gelder B. Influence of continuous flash suppression mask frequency on stimulus visibility. Neuropsychologia 2018; 128:65-72. [PMID: 29763616 DOI: 10.1016/j.neuropsychologia.2018.05.012] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 05/09/2018] [Accepted: 05/11/2018] [Indexed: 12/16/2022]
Abstract
The continuous flash suppression (CFS) paradigm is increasingly used in consciousness research, but its mechanisms are still not fully understood. To better understand its temporal properties, we presented the CFS masks at 9 frequencies, and examined their influence on stimuli visibility, while taking into account the inter-individual variability and the change of CFS suppression as the experiment progressed. The frequencies consisted of fundamental frequencies of 3, 4 and 5 Hz, and their 2nd and 3rd harmonics, which included the 10 Hz frequency typically used in most of the CFS studies. We found that the suppression of stimulus awareness was stronger under 4, 6 and 8 Hz than 10 Hz. After controlling for inter-individual variability with mixed-effects analysis, we found that the number of seen trials was lower for the 4 Hz-basis frequencies than the 5 Hz ones, and was lower for the 2nd than 3rd harmonic. We propose that this may be caused by an interaction between the CFS masks and the ongoing sampling of the attentional mechanism. Examining individual data, we also found a habituation effect that the participants saw significantly more stimuli as the experiment progressed. Our results suggest that these factors need to be taken care of in future CFS studies in order to achieve optimal visual awareness suppression and ensure the generalizability of results.
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Affiliation(s)
- Minye Zhan
- Faculty of Psychology and Neuroscience, Department of Cognitive Neurosciences, Maastricht University, 6229EV Maastricht, The Netherlands
| | - Tahnée Engelen
- Faculty of Psychology and Neuroscience, Department of Cognitive Neurosciences, Maastricht University, 6229EV Maastricht, The Netherlands
| | - Beatrice de Gelder
- Faculty of Psychology and Neuroscience, Department of Cognitive Neurosciences, Maastricht University, 6229EV Maastricht, The Netherlands; Department of Computer Science, University College London, WC1E 6BT, UK.
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15
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Ventral and Dorsal Pathways Relate Differently to Visual Awareness of Body Postures under Continuous Flash Suppression. eNeuro 2018; 5:eN-NWR-0285-17. [PMID: 29445766 PMCID: PMC5810040 DOI: 10.1523/eneuro.0285-17.2017] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Revised: 12/08/2017] [Accepted: 12/14/2017] [Indexed: 11/21/2022] Open
Abstract
Visual perception includes ventral and dorsal stream processes. However, it is still unclear whether the former is predominantly related to conscious and the latter to nonconscious visual perception as argued in the literature. In this study upright and inverted body postures were rendered either visible or invisible under continuous flash suppression (CFS), while brain activity of human participants was measured with functional MRI (fMRI). Activity in the ventral body-sensitive areas was higher during visible conditions. In comparison, activity in the posterior part of the bilateral intraparietal sulcus (IPS) showed a significant interaction of stimulus orientation and visibility. Our results provide evidence that dorsal stream areas are less associated with visual awareness.
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16
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No differential effects to facial expressions under continuous flash suppression: An event-related potentials study. Neuroimage 2017; 163:276-285. [DOI: 10.1016/j.neuroimage.2017.09.034] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2017] [Revised: 09/11/2017] [Accepted: 09/18/2017] [Indexed: 11/20/2022] Open
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17
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Enhanced conscious processing and blindsight-like detection of fear-conditioned stimuli under continuous flash suppression. Exp Brain Res 2017; 235:3333-3344. [PMID: 28815269 DOI: 10.1007/s00221-017-5064-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2017] [Accepted: 08/11/2017] [Indexed: 10/19/2022]
Abstract
Emotional information, and specifically fear-related stimuli, have been shown to be preferentially processed at a nonconscious level and gain privileged access to awareness. However, recent evidence has emerged suggesting these findings are explained by low-level visual features rather than emotional salience. In this study, we tested the hypothesis that emotional salience increases both blindsight (i.e., detection with reduced awareness) and awareness of visually suppressed stimuli. We used fear conditioning to manipulate the emotional significance of neutral expressions presented under Continuous Flash Suppression. Fifty-two healthy participants were presented with perithreshold neutral faces, previously paired with an electric shock (CS+) or not (CS-), and asked to localise the quadrant wherein faces were presented and rate their level of confidence in the response. Results showed fear conditioning strength (indexed by skin conductance response to CS+ versus CS-) was positively associated with both increased "blindsight" and awareness of conditioned stimuli. These findings suggest emotional significance alone, and not merely low-level visual differences, can enhance pre-conscious and conscious processing of visual stimuli.
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Rothkirch M, Hesselmann G. What We Talk about When We Talk about Unconscious Processing - A Plea for Best Practices. Front Psychol 2017; 8:835. [PMID: 28588539 PMCID: PMC5440724 DOI: 10.3389/fpsyg.2017.00835] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Accepted: 05/08/2017] [Indexed: 12/24/2022] Open
Abstract
In this perspective article, we first outline the large diversity of methods, measures, statistical analyses, and concepts in the field of the experimental study of unconscious processing. We then suggest that this diversity implies that comparisons between different studies on unconscious processing are fairly limited, especially when stimulus awareness has been assessed in different ways. Furthermore, we argue that flexible choices of methods and measures will inevitably lead to an overestimation of unconscious processes. In the concluding paragraph, we briefly present solutions and strategies for future research. We make a plea for the introduction of "best practices," similar to previous attempts to constitute practicing standards for functional magnetic resonance imaging (fMRI) and electroencephalography (EEG).
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Affiliation(s)
- Marcus Rothkirch
- Visual Perception Laboratory, Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité – Universitätsmedizin BerlinBerlin, Germany
| | - Guido Hesselmann
- Visual Perception Laboratory, Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité – Universitätsmedizin BerlinBerlin, Germany
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19
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Probing the influence of unconscious fear-conditioned visual stimuli on eye movements. Conscious Cogn 2016; 46:60-70. [PMID: 27684607 DOI: 10.1016/j.concog.2016.09.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2016] [Revised: 09/08/2016] [Accepted: 09/17/2016] [Indexed: 11/22/2022]
Abstract
Efficient threat detection from the environment is critical for survival. Accordingly, fear-conditioned stimuli receive prioritized processing and capture overt and covert attention. However, it is unknown whether eye movements are influenced by unconscious fear-conditioned stimuli. We performed a classical fear-conditioning procedure and subsequently recorded participants' eye movements while they were exposed to fear-conditioned stimuli that were rendered invisible using interocular suppression. Chance-level performance in a forced-choice-task demonstrated unawareness of the stimuli. Differential skin conductance responses and a change in participants' fearfulness ratings of the stimuli indicated the effectiveness of conditioning. However, eye movements were not biased towards the fear-conditioned stimulus. Preliminary evidence suggests a relation between the strength of conditioning and the saccadic bias to the fear-conditioned stimulus. Our findings provide no strong evidence for a saccadic bias towards unconscious fear-conditioned stimuli but tentative evidence suggests that such an effect may depend on the strength of the conditioned response.
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20
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Ludwig K, Sterzer P, Kathmann N, Hesselmann G. Differential modulation of visual object processing in dorsal and ventral stream by stimulus visibility. Cortex 2016; 83:113-23. [PMID: 27504609 DOI: 10.1016/j.cortex.2016.07.002] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2015] [Revised: 05/09/2016] [Accepted: 07/05/2016] [Indexed: 11/16/2022]
Abstract
As a functional organization principle in cortical visual information processing, the influential 'two visual systems' hypothesis proposes a division of labor between a dorsal "vision-for-action" and a ventral "vision-for-perception" stream. A core assumption of this model is that the two visual streams are differentially involved in visual awareness: ventral stream processing is closely linked to awareness while dorsal stream processing is not. In this functional magnetic resonance imaging (fMRI) study with human observers, we directly probed the stimulus-related information encoded in fMRI response patterns in both visual streams as a function of stimulus visibility. We parametrically modulated the visibility of face and tool stimuli by varying the contrasts of the masks in a continuous flash suppression (CFS) paradigm. We found that visibility - operationalized by objective and subjective measures - decreased proportionally with increasing log CFS mask contrast. Neuronally, this relationship was closely matched by ventral visual areas, showing a linear decrease of stimulus-related information with increasing mask contrast. Stimulus-related information in dorsal areas also showed a dependency on mask contrast, but the decrease rather followed a step function instead of a linear function. Together, our results suggest that both the ventral and the dorsal visual stream are linked to visual awareness, but neural activity in ventral areas more closely reflects graded differences in awareness compared to dorsal areas.
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Affiliation(s)
- Karin Ludwig
- Visual Perception Laboratory, Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, Germany; Department of Psychology, Humboldt-Universität zu Berlin, Germany
| | - Philipp Sterzer
- Visual Perception Laboratory, Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, Germany
| | - Norbert Kathmann
- Department of Psychology, Humboldt-Universität zu Berlin, Germany
| | - Guido Hesselmann
- Visual Perception Laboratory, Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, Germany.
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21
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Chen Z, Saunders JA. Automatic adjustments toward unseen visual targets during grasping movements. Exp Brain Res 2016; 234:2091-2103. [PMID: 26979436 DOI: 10.1007/s00221-016-4613-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2015] [Accepted: 02/26/2016] [Indexed: 10/22/2022]
Abstract
We investigated whether control of hand movements can be driven by visual information that is not consciously perceived. Subjects performed reach-to-grasp movements toward 2D virtual objects that were projected onto a rigid surface. On perturbed trials, the target object was briefly presented at a different orientation (±20° rotation) or different size (±20 % scaling) during movement. The perturbed objects were presented for 33 ms, followed by a 200-ms mask and reappearance of the original target object. Subjects perceived only the mask and were not aware of the preceding perturbed stimuli. Unperturbed trials were identical except that there was no change in the target object before the mask. Despite being unaware of the brief perturbed stimuli, subjects showed corrective adjustments to their movements: rotation of the grip axis in response to orientation perturbations, and scaling of grip aperture in response to size perturbations. Responses were detectable 250-300 ms after the perturbation onset and began to reduce 250-300 ms after the reappearance of the original target. Our results demonstrate that the visuomotor system can utilize visual information for control of grasping even when this information is not available for conscious perception. We suggest that this dissociation is due to different temporal resolution of visual processing mechanisms underlying conscious perception and control of actions.
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Affiliation(s)
- Zhongting Chen
- Department of Psychology, University of Hong Kong, Hong Kong, Hong Kong SAR
| | - Jeffrey A Saunders
- Department of Psychology, University of Hong Kong, Hong Kong, Hong Kong SAR.
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22
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Andersen LM, Pedersen MN, Sandberg K, Overgaard M. Occipital MEG Activity in the Early Time Range (<300 ms) Predicts Graded Changes in Perceptual Consciousness. Cereb Cortex 2015; 26:2677-88. [DOI: 10.1093/cercor/bhv108] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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23
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Learning of monocular information facilitates breakthrough to awareness during interocular suppression. Atten Percept Psychophys 2015; 77:790-803. [DOI: 10.3758/s13414-015-0839-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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24
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Ludwig K, Hesselmann G. Weighing the evidence for a dorsal processing bias under continuous flash suppression. Conscious Cogn 2015; 35:251-9. [PMID: 25649867 DOI: 10.1016/j.concog.2014.12.010] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2014] [Revised: 12/11/2014] [Accepted: 12/16/2014] [Indexed: 10/24/2022]
Abstract
With the introduction of continuous flash suppression (CFS) as a method to render stimuli invisible and study unconscious visual processing, a novel hypothesis has gained popularity. It states that processes typically ascribed to the dorsal visual stream can escape CFS and remain functional, while ventral stream processes are suppressed when stimuli are invisible under CFS. This notion of a CFS-specific "dorsal processing bias" has been argued to be in line with core characteristics of the influential dual-stream hypothesis of visual processing which proposes a dissociation between dorsally mediated vision-for-action and ventrally mediated vision-for-perception. Here, we provide an overview of neuroimaging and behavioral studies that either examine this dorsal processing bias or base their conclusions on it. We show that both evidence for preserved ventral processing as well as lack of dorsal processing can be found in studies using CFS. To reconcile the diverging results, differences in the paradigms and their effects are worthy of future research. We conclude that given the current level of information a dorsal processing bias under CFS cannot be universally assumed.
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Affiliation(s)
- Karin Ludwig
- Visual Perception Laboratory, Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin, Berlin, Germany; Department of Psychology, Humboldt-Universität zu Berlin, Germany.
| | - Guido Hesselmann
- Visual Perception Laboratory, Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin, Berlin, Germany.
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Hesselmann G, Darcy N, Sterzer P, Knops A. Exploring the boundary conditions of unconscious numerical priming effects with continuous flash suppression. Conscious Cogn 2015; 31:60-72. [DOI: 10.1016/j.concog.2014.10.009] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2014] [Revised: 10/21/2014] [Accepted: 10/22/2014] [Indexed: 11/27/2022]
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26
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Ludwig K, Kathmann N, Sterzer P, Hesselmann G. Investigating category- and shape-selective neural processing in ventral and dorsal visual stream under interocular suppression. Hum Brain Mapp 2015; 36:137-49. [PMID: 25270984 PMCID: PMC6869721 DOI: 10.1002/hbm.22618] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 08/18/2014] [Accepted: 08/19/2014] [Indexed: 11/09/2022] Open
Abstract
Recent behavioral and neuroimaging studies using continuous flash suppression (CFS) have suggested that action-related processing in the dorsal visual stream might be independent of perceptual awareness, in line with the "vision-for-perception" versus "vision-for-action" distinction of the influential dual-stream theory. It remains controversial if evidence suggesting exclusive dorsal stream processing of tool stimuli under CFS can be explained by their elongated shape alone or by action-relevant category representations in dorsal visual cortex. To approach this question, we investigated category- and shape-selective functional magnetic resonance imaging-blood-oxygen level-dependent responses in both visual streams using images of faces and tools. Multivariate pattern analysis showed enhanced decoding of elongated relative to non-elongated tools, both in the ventral and dorsal visual stream. The second aim of our study was to investigate whether the depth of interocular suppression might differentially affect processing in dorsal and ventral areas. However, parametric modulation of suppression depth by varying the CFS mask contrast did not yield any evidence for differential modulation of category-selective activity. Together, our data provide evidence for shape-selective processing under CFS in both dorsal and ventral stream areas and, therefore, do not support the notion that dorsal "vision-for-action" processing is exclusively preserved under interocular suppression.
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Affiliation(s)
- Karin Ludwig
- Visual Perception LaboratoryDepartment of Psychiatry and PsychotherapyCampus Charité MitteCharité – Universitätsmedizin BerlinBerlinGermany
- Department of PsychologyHumboldt‐Universität zu BerlinBerlinGermany
| | - Norbert Kathmann
- Department of PsychologyHumboldt‐Universität zu BerlinBerlinGermany
| | - Philipp Sterzer
- Visual Perception LaboratoryDepartment of Psychiatry and PsychotherapyCampus Charité MitteCharité – Universitätsmedizin BerlinBerlinGermany
| | - Guido Hesselmann
- Visual Perception LaboratoryDepartment of Psychiatry and PsychotherapyCampus Charité MitteCharité – Universitätsmedizin BerlinBerlinGermany
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27
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Heyman T, Moors P. Frequent words do not break continuous flash suppression differently from infrequent or nonexistent words: implications for semantic processing of words in the absence of awareness. PLoS One 2014; 9:e104719. [PMID: 25116265 PMCID: PMC4130538 DOI: 10.1371/journal.pone.0104719] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2014] [Accepted: 07/13/2014] [Indexed: 11/19/2022] Open
Abstract
Continuous flash suppression (CFS) has been used as a paradigm to probe the extent to which word stimuli are processed in the absence of awareness. In the two experiments reported here, no evidence is obtained that word stimuli are processed up to the semantic level when suppressed through CFS. In Experiment 1, word stimuli did not break suppression faster than their pseudo-word variants nor was suppression time modulated by word frequency. Experiment 2 replicated these findings, but more critically showed that differential effects can be obtained with this paradigm using a simpler stimulus. In addition, pixel density of the stimuli did prove to be related to suppression time in both experiments, indicating that the paradigm is sensitive to differences in detectability. A third and final experiment replicated the well-known face inversion effect using the same set-up as Experiments 1 and 2, thereby demonstrating that the employed methodology can capture more high-level effects as well. These results are discussed in the context of previous evidence on unconscious semantic processing and two potential explanations are advanced. Specifically, it is argued that CFS might act at a level too low in the visual system for high-level effects to be observed or that the widely used breaking CFS paradigm is merely ill-suited to capture effects in the context of words.
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Affiliation(s)
- Tom Heyman
- Laboratory of Experimental Psychology, University of Leuven, Leuven, Belgium
| | - Pieter Moors
- Laboratory of Experimental Psychology, University of Leuven, Leuven, Belgium
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28
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Yang E, Brascamp J, Kang MS, Blake R. On the use of continuous flash suppression for the study of visual processing outside of awareness. Front Psychol 2014; 5:724. [PMID: 25071685 PMCID: PMC4093749 DOI: 10.3389/fpsyg.2014.00724] [Citation(s) in RCA: 79] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2014] [Accepted: 06/23/2014] [Indexed: 11/25/2022] Open
Abstract
The interocular suppression technique termed continuous flash suppression (CFS) has become an immensely popular tool for investigating visual processing outside of awareness. The emerging picture from studies using CFS is that extensive processing of a visual stimulus, including its semantic and affective content, occurs despite suppression from awareness of that stimulus by CFS. However, the current implementation of CFS in many studies examining processing outside of awareness has several drawbacks that may be improved upon for future studies using CFS. In this paper, we address some of those shortcomings, particularly ones that affect the assessment of unawareness during CFS, and ones to do with the use of "visible" conditions that are often included as a comparison to a CFS condition. We also discuss potential biases in stimulus processing as a result of spatial attention and feature-selective suppression. We suggest practical guidelines that minimize the effects of those limitations in using CFS to study visual processing outside of awareness.
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Affiliation(s)
- Eunice Yang
- School of Optometry, University of California at BerkeleyBerkeley, CA, USA
| | - Jan Brascamp
- Helmholtz Institute and Division of Experimental Psychology, Department of Psychology, Utrecht UniversityUtrecht, Netherlands
| | - Min-Suk Kang
- Department of Psychology, Sungkyunkwan UniversitySeoul, Republic of Korea
- Center for Neuroscience Imaging Research, Institute for Basic ScienceDaejeon, Republic of Korea
| | - Randolph Blake
- Department of Psychology, Vanderbilt UniversityNashville, TN, USA
- Department of Brain and Cognitive Sciences, Seoul National UniversitySeoul, Republic of Korea
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29
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Faivre N, Berthet V, Kouider S. Sustained invisibility through crowding and continuous flash suppression: a comparative review. Front Psychol 2014; 5:475. [PMID: 24904489 PMCID: PMC4034702 DOI: 10.3389/fpsyg.2014.00475] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2014] [Accepted: 05/01/2014] [Indexed: 11/13/2022] Open
Abstract
The study of non-conscious vision benefits from several alternative methods that allow the suppression of an image from awareness. Here, we present and compare two of them that are particularly well-suited for creating sustained periods of invisibility, namely visual crowding and continuous flash suppression (CFS). In visual crowding, a peripheral image surrounded by similar flankers becomes impossible to discriminate. In CFS, an image presented to one eye becomes impossible to detect when rapidly changing patterns are presented to the other eye. After discussing the experimental specificities of each method, we give a comparative overview of the main empirical results derived from them, from the mere analysis of low-level features to the extraction of semantic contents. We conclude by proposing practical guidelines and future directions to obtain more quantitative and systematic measures of non-conscious processes under prolonged stimulation.
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Affiliation(s)
- Nathan Faivre
- Division of Biology, Computation and Neural Systems, California Institute of TechnologyPasadena, CA, USA
- Laboratory of Cognitive Neuroscience, Brain Mind Institute, School of Life Sciences, École Polytechnique Fédérale de LausanneLausanne, Switzerland
| | | | - Sid Kouider
- Laboratoire de Sciences Cognitives et Psycholinguistique, EHESS/CNRS/ENS-DECParis, France
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30
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Sterzer P, Stein T, Ludwig K, Rothkirch M, Hesselmann G. Neural processing of visual information under interocular suppression: a critical review. Front Psychol 2014; 5:453. [PMID: 24904469 PMCID: PMC4032950 DOI: 10.3389/fpsyg.2014.00453] [Citation(s) in RCA: 84] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2014] [Accepted: 04/28/2014] [Indexed: 11/30/2022] Open
Abstract
When dissimilar stimuli are presented to the two eyes, only one stimulus dominates at a time while the other stimulus is invisible due to interocular suppression. When both stimuli are equally potent in competing for awareness, perception alternates spontaneously between the two stimuli, a phenomenon called binocular rivalry. However, when one stimulus is much stronger, e.g., due to higher contrast, the weaker stimulus can be suppressed for prolonged periods of time. A technique that has recently become very popular for the investigation of unconscious visual processing is continuous flash suppression (CFS): High-contrast dynamic patterns shown to one eye can render a low-contrast stimulus shown to the other eye invisible for up to minutes. Studies using CFS have produced new insights but also controversies regarding the types of visual information that can be processed unconsciously as well as the neural sites and the relevance of such unconscious processing. Here, we review the current state of knowledge in regard to neural processing of interocularly suppressed information. Focusing on recent neuroimaging findings, we discuss whether and to what degree such suppressed visual information is processed at early and more advanced levels of the visual processing hierarchy. We review controversial findings related to the influence of attention on early visual processing under interocular suppression, the putative differential roles of dorsal and ventral areas in unconscious object processing, and evidence suggesting privileged unconscious processing of emotional and other socially relevant information. On a more general note, we discuss methodological and conceptual issues, from practical issues of how unawareness of a stimulus is assessed to the overarching question of what constitutes an adequate operational definition of unawareness. Finally, we propose approaches for future research to resolve current controversies in this exciting research area.
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Affiliation(s)
- Philipp Sterzer
- Visual Perception Laboratory, Department of Psychiatry and Psychotherapy, Charité Universitätsmedizin Berlin, Germany
| | - Timo Stein
- Center for Mind/Brain Sciences, University of Trento Rovereto, Italy
| | - Karin Ludwig
- Visual Perception Laboratory, Department of Psychiatry and Psychotherapy, Charité Universitätsmedizin Berlin, Germany ; Department of Psychology, Humboldt-Universität zu Berlin Berlin, Germany
| | - Marcus Rothkirch
- Visual Perception Laboratory, Department of Psychiatry and Psychotherapy, Charité Universitätsmedizin Berlin, Germany
| | - Guido Hesselmann
- Visual Perception Laboratory, Department of Psychiatry and Psychotherapy, Charité Universitätsmedizin Berlin, Germany
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