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Makowski D, Lau ZJ, Pham T, Paul Boyce W, Annabel Chen SH. A Parametric Framework to Generate Visual Illusions Using Python. Perception 2021; 50:950-965. [PMID: 34841973 DOI: 10.1177/03010066211057347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Visual illusions are fascinating phenomena that have been used and studied by artists and scientists for centuries, leading to important discoveries about the neurocognitive underpinnings of perception, consciousness, and neuropsychiatric disorders such as schizophrenia or autism. Surprisingly, despite their historical and theoretical importance as psychological stimuli, there is no dedicated software, nor consistent approach, to generate illusions in a systematic fashion. Instead, scientists have to craft them by hand in an idiosyncratic fashion, or use pre-made images not tailored for the specific needs of their studies. This, in turn, hinders the reproducibility of illusion-based research, narrowing possibilities for scientific breakthroughs and their applications. With the aim of addressing this gap, Pyllusion is a Python-based open-source software (freely available at https://github.com/RealityBending/Pyllusion), that offers a framework to manipulate and generate illusions in a systematic way, compatible with different output formats such as image files (.png, .jpg, .tiff, etc.) or experimental software (such as PsychoPy).
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Affiliation(s)
- Dominique Makowski
- School of Social Sciences, 54761Nanyang Technological University, Singapore.,School of Social Sciences, 54761Nanyang Technological University, Singapore.,Centre for Research and Development in Learning, 54761Nanyang Technological University, Singapore.,Lee Kong Chian School of Medicine, 54761Nanyang Technological University, Singapore.,National Institute of Education, 54761Nanyang Technological University, Singapore
| | - Zen J Lau
- School of Social Sciences, 54761Nanyang Technological University, Singapore.,School of Social Sciences, 54761Nanyang Technological University, Singapore.,Centre for Research and Development in Learning, 54761Nanyang Technological University, Singapore.,Lee Kong Chian School of Medicine, 54761Nanyang Technological University, Singapore.,National Institute of Education, 54761Nanyang Technological University, Singapore
| | - Tam Pham
- School of Social Sciences, 54761Nanyang Technological University, Singapore.,School of Social Sciences, 54761Nanyang Technological University, Singapore.,Centre for Research and Development in Learning, 54761Nanyang Technological University, Singapore.,Lee Kong Chian School of Medicine, 54761Nanyang Technological University, Singapore.,National Institute of Education, 54761Nanyang Technological University, Singapore
| | - W Paul Boyce
- School of Psychology, 7800University of New South Wales, Australia.,School of Social Sciences, 54761Nanyang Technological University, Singapore.,Centre for Research and Development in Learning, 54761Nanyang Technological University, Singapore.,Lee Kong Chian School of Medicine, 54761Nanyang Technological University, Singapore.,National Institute of Education, 54761Nanyang Technological University, Singapore
| | - S H Annabel Chen
- School of Social Sciences, 54761Nanyang Technological University, Singapore.,Centre for Research and Development in Learning, 54761Nanyang Technological University, Singapore.,Lee Kong Chian School of Medicine, 54761Nanyang Technological University, Singapore.,National Institute of Education, 54761Nanyang Technological University, Singapore
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Seymour KJ, Stein T, Clifford CWG, Sterzer P. Cortical suppression in human primary visual cortex predicts individual differences in illusory tilt perception. J Vis 2019; 18:3. [PMID: 30326050 DOI: 10.1167/18.11.3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Neural responses to visual stimuli are modulated by spatial and temporal context. For example, in primary visual cortex (V1), responses to an oriented target stimulus will be suppressed when embedded within an oriented surround stimulus. This suppression is orientation-specific, with the largest suppression observed when stimuli in the neuron's classical receptive field and surround are of similar orientation. In human psychological experiments, the tilt illusion and tilt aftereffect demonstrate an effect of context on perceived orientation of a target stimulus. Similar to the neurophysiological data, the strength of these effects is modulated by the orientation difference between the target stimulus and context. It has been hypothesized that the neural mechanism underlying both the tilt illusion and tilt aftereffect involves orientation-tuned inhibition in V1. However, to date there is no direct evidence linking human perception of these illusions with measurements of inhibition from human visual cortex. Here, we measured context-induced suppression of neural responses in human visual cortex using functional magnetic resonance imaging (fMRI). In the same participants, we also measured magnitudes of their tilt illusion and tilt aftereffect. Our data revealed a significant relationship between the magnitude of neural suppression in V1 and size of the tilt illusion and tilt aftereffect. That is, participants who showed stronger blood oxygenation level dependent (BOLD) suppression in V1 also perceived stronger shifts in illusory tilt. This agreement between perception and neural responses in human V1 suggests a shared inhibitory mechanism that mediates both spatial and temporal effects of context in human perception.
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Affiliation(s)
- Kiley J Seymour
- School of Social Sciences and Psychology, Western Sydney University, New South Wales, Australia.,School of Psychology, UNSW Sydney, Sydney, New South Wales, Australia.,Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité Universitätsmedizin Berlin, Germany
| | - Timo Stein
- Department of Psychology, University of Amsterdam, the Netherlands.,Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité Universitätsmedizin Berlin, Germany.,Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Germany
| | | | - Philipp Sterzer
- Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité Universitätsmedizin Berlin, Germany.,Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Germany.,Bernstein Center for Computational Neuroscience, Berlin, Germany
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Suárez-Pinilla M, Seth AK, Roseboom W. The Illusion of Uniformity Does Not Depend on the Primary Visual Cortex: Evidence From Sensory Adaptation. Iperception 2018; 9:2041669518800507. [PMID: 30283623 PMCID: PMC6166314 DOI: 10.1177/2041669518800728] [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: 03/08/2018] [Revised: 07/13/2018] [Accepted: 08/22/2018] [Indexed: 11/29/2022] Open
Abstract
Visual experience appears richly detailed despite the poor resolution of the majority of the visual field, thanks to foveal-peripheral integration. The recently described uniformity illusion (UI), wherein peripheral elements of a pattern take on the appearance of foveal elements, may shed light on this integration. We examined the basis of UI by generating adaptation to a pattern of Gabors suitable for producing UI on orientation. After removing the pattern, participants reported the tilt of a single peripheral Gabor. The tilt aftereffect followed the physical adapting orientation rather than the global orientation perceived under UI, even when the illusion had been reported for a long time. Conversely, a control experiment replacing illusory uniformity with a physically uniform Gabor pattern for the same durations did produce an aftereffect to the global orientation. Results indicate that UI is not associated with changes in sensory encoding at V1 but likely depends on higher level processes.
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Affiliation(s)
- Marta Suárez-Pinilla
- Sackler Centre for Consciousness Science,
University
of Sussex, Brighton, UK; Department of
Informatics, University of Sussex, Brighton, UK
| | - Anil K. Seth
- Sackler Centre for Consciousness Science,
University
of Sussex, Brighton, UK; Department of
Informatics, University of Sussex, Brighton, UK
| | - Warrick Roseboom
- Sackler Centre for Consciousness Science,
University
of Sussex, Brighton, UK; Department of
Informatics, University of Sussex, Brighton, UK
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Wang X, Guo X, Chen L, Liu Y, Goldberg ME, Xu H. Auditory to Visual Cross-Modal Adaptation for Emotion: Psychophysical and Neural Correlates. Cereb Cortex 2018; 27:1337-1346. [PMID: 26733537 DOI: 10.1093/cercor/bhv321] [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] [Indexed: 11/13/2022] Open
Abstract
Adaptation is fundamental in sensory processing and has been studied extensively within the same sensory modality. However, little is known about adaptation across sensory modalities, especially in the context of high-level processing, such as the perception of emotion. Previous studies have shown that prolonged exposure to a face exhibiting one emotion, such as happiness, leads to contrastive biases in the perception of subsequently presented faces toward the opposite emotion, such as sadness. Such work has shown the importance of adaptation in calibrating face perception based on prior visual exposure. In the present study, we showed for the first time that emotion-laden sounds, like laughter, adapt the visual perception of emotional faces, that is, subjects more frequently perceived faces as sad after listening to a happy sound. Furthermore, via electroencephalography recordings and event-related potential analysis, we showed that there was a neural correlate underlying the perceptual bias: There was an attenuated response occurring at ∼ 400 ms to happy test faces and a quickened response to sad test faces, after exposure to a happy sound. Our results provide the first direct evidence for a behavioral cross-modal adaptation effect on the perception of facial emotion, and its neural correlate.
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Affiliation(s)
- Xiaodong Wang
- Center for Psychological Engineering, Faculty of Psychology, Southwest University, Chongqing 400715, China.,Division of Psychology, School of Humanities and Social Sciences, Nanyang Technological University, Singapore 637332, Singapore
| | - Xiaotao Guo
- CAS Key Laboratory of Brain Function and Diseases, School of Life Sciences, University of Science and Technology of China, Hefei 230027, China
| | - Lin Chen
- CAS Key Laboratory of Brain Function and Diseases, School of Life Sciences, University of Science and Technology of China, Hefei 230027, China
| | - Yijun Liu
- Center for Psychological Engineering, Faculty of Psychology, Southwest University, Chongqing 400715, China
| | - Michael E Goldberg
- Departments of Neuroscience, Neurology, Psychiatry and Ophthalmology, and the Kavli Neuroscience Institute, Columbia University, New York, NY 10032, USA.,Mahoney-Keck Center for Brain and Behavior Research, New York State Psychiatric Institute, New York, NY 10032, USA
| | - Hong Xu
- Division of Psychology, School of Humanities and Social Sciences, Nanyang Technological University, Singapore 637332, Singapore
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