Visual affects: Linking curiosity, Aha-Erlebnis, and memory through information gain

Cognition - Tập 212 - Trang 104698 - 2021
Sander Van de Cruys1, Claudia Damiano1, Yannick Boddez2,3, Magdalena Król4, Lore Goetschalckx1, Johan Wagemans1
1Laboratory of Experimental Psychology, KU Leuven, Belgium
2Department of Experimental – Clinical and Health Psychology, Ghent University, Belgium
3Centre for the Psychology of Learning and Experimental Psychopathology, KU Leuven, Belgium
4Institute of Psychology, SWPS University of Social Sciences and Humanities, Poland

Tài liệu tham khảo

Baranes, 2015, Eye movements reveal epistemic curiosity in human observers, Vision Research, 117, 81, 10.1016/j.visres.2015.10.009 Berlyne, 1966, Curiosity and exploration, Science, 153, 25, 10.1126/science.153.3731.25 Brod, 2019, Lighting the wick in the candle of learning: Generating a prediction stimulates curiosity, Npj Science of Learning, 4, 1, 10.1038/s41539-019-0056-y Clark, 2015 Clark, 2018, A nice surprise? Predictive processing and the active pursuit of novelty, Phenomenology and the Cognitive Sciences, 17, 521, 10.1007/s11097-017-9525-z Cover, 1991, Entropy, relative entropy and mutual information, Elements of Information Theory, 2, 12, 10.1002/0471200611.ch2 Craik, 1975, Depth of processing and the retention of words in episodic memory, Journal of Experimental Psychology. General, 104, 268, 10.1037/0096-3445.104.3.268 Day, 1981 Diedenhofen, 2015, Cocor: A comprehensive solution for the statistical comparison of correlations, PLoS One, 10 Dolan, 1997, How the brain learns to see objects and faces in an impoverished context, Nature, 389, 596, 10.1038/39309 Feldman, 2004, How surprising is a simple pattern? Quantifying “Eureka!”, Cognition, 93, 199, 10.1016/j.cognition.2003.09.013 Friston, 2017, Active inference, curiosity and insight, Neural Computation, 29, 2633, 10.1162/neco_a_00999 Geana, 2016 Gerken, 2011, Infants avoid “labouring in vain” by attending more to learnable than unlearnable linguistic patterns, Developmental Science, 14, 972, 10.1111/j.1467-7687.2011.01046.x Giovannelli, 2010, Involvement of the parietal cortex in perceptual learning (Eureka effect): An interference approach using rTMS, Neuropsychologia, 48, 1807, 10.1016/j.neuropsychologia.2010.02.031 Goetschalckx, 2019, MemCat: A new category-based image set quantified on memorability, PeerJ, 7, 10.7717/peerj.8169 Gorlin, 2012, Imaging prior information in the brain, Proceedings of the National Academy of Sciences of the United States of America, 109, 7935, 10.1073/pnas.1111224109 Gottlieb, 2018, Towards a neuroscience of active sampling and curiosity, Nature Reviews. Neuroscience, 19, 758, 10.1038/s41583-018-0078-0 Gottlieb, 2013, Information-seeking, curiosity, and attention: Computational and neural mechanisms, Trends in Cognitive Sciences, 17, 585, 10.1016/j.tics.2013.09.001 Graham, 2019, The use of visual statistical features in empirical aesthetics Grebenkina, 2018, Edge-orientation entropy predicts preference for diverse types of man-made images, Frontiers in Neuroscience, 12, 678, 10.3389/fnins.2018.00678 Griffin Gruber, 2014, States of curiosity modulate hippocampus-dependent learning via the dopaminergic circuit, Neuron, 84, 486, 10.1016/j.neuron.2014.08.060 Hegdé, 2010, A link between visual disambiguation and visual memory, The Journal of Neuroscience: The Official Journal of the Society for Neuroscience, 30, 15124, 10.1523/JNEUROSCI.4415-09.2010 Hoekstra, 2011, The construction and validation of an abridged version of the autism-spectrum quotient (AQ-Short), Journal of Autism and Developmental Disorders, 41, 589, 10.1007/s10803-010-1073-0 Hohwy, 2013 Holm, 2017, 43 Hunt, 1981, Experiential roots of intention, initiative, and trust, 169 Imai, 2010, A general approach to causal mediation analysis, Psychological Methods, 15, 309, 10.1037/a0020761 Imamoglu, 2012, Changes in functional connectivity support conscious object recognition, NeuroImage, 63, 1909, 10.1016/j.neuroimage.2012.07.056 Ishai, 2007, Perception, memory and aesthetics of indeterminate art, Brain Research Bulletin, 73, 319, 10.1016/j.brainresbull.2007.04.009 Ishikawa, 2011, Visual one-shot learning as an “anti-camouflage device”: A novel morphing paradigm, Cognitive Neurodynamics, 5, 231, 10.1007/s11571-011-9171-z Itti, 2009, Bayesian surprise attracts human attention, Vision Research, 49, 1295, 10.1016/j.visres.2008.09.007 Jepma, 2012, Neural mechanisms underlying the induction and relief of perceptual curiosity, Frontiers in Behavioral Neuroscience, 6, 10.3389/fnbeh.2012.00005 Kang, 2009, The wick in the candle of learning: Epistemic curiosity activates reward circuitry and enhances memory, Psychological Science, 20, 963, 10.1111/j.1467-9280.2009.02402.x Kashdan, 2020, The five-dimensional curiosity scale revised (5DCR): Briefer subscales while separating overt and covert social curiosity, Personality and Individual Differences, 157, 109836, 10.1016/j.paid.2020.109836 Kidd, 2015, The psychology and neuroscience of curiosity, Neuron, 88, 449, 10.1016/j.neuron.2015.09.010 Kidd, 2012, The goldilocks effect: Human infants allocate attention to visual sequences that are neither too simple nor too complex, PLoS One, 7, 10.1371/journal.pone.0036399 Kidd, 2014, The goldilocks effect in infant auditory attention, Child Development, 85, 1795, 10.1111/cdev.12263 Kounios, 2014, The cognitive neuroscience of insight, Annual Review of Psychology, 65, 71, 10.1146/annurev-psych-010213-115154 Król, 2018, “Economies of experience”—Disambiguation of degraded stimuli leads to a decreased dispersion of eye-movement patterns, Cognitive Science, 10.1111/cogs.12566 Król, 2019, The world as we know it and the world as it is: Eye-movement patterns reveal decreased use of prior knowledge in individuals with autism, Autism Research: Official Journal of the International Society for Autism Research, 12, 1386, 10.1002/aur.2133 van Lieshout, 2018, Induction and relief of curiosity elicit parietal and frontal activity, The Journal of Neuroscience: The Official Journal of the Society for Neuroscience, 10.1523/JNEUROSCI.2816-17.2018 Litman, 2005, The nature and measurement of sensory curiosity, Personality and Individual Differences, 39, 1123, 10.1016/j.paid.2005.05.001 Livson, 1967, Towards a differentiated construct of curiosity, The Journal of Genetic Psychology, 111, 73, 10.1080/00221325.1967.10533749 Loewenstein, 1994, The psychology of curiosity: A review and reinterpretation, Psychological Bulletin, 116, 75, 10.1037/0033-2909.116.1.75 Loth, 2010, When seeing depends on knowing: Adults with autism Spectrum conditions show diminished top-down processes in the visual perception of degraded faces but not degraded objects, Neuropsychologia, 48, 1227, 10.1016/j.neuropsychologia.2009.12.023 Ludmer, 2011, Uncovering camouflage: Amygdala activation predicts long-term memory of induced perceptual insight, Neuron, 69, 1002, 10.1016/j.neuron.2011.02.013 Lyssenko, 2016, Evaluating abstract art: Relation between term usage, subjective ratings, image properties and personality traits, Frontiers in Psychology, 7, 973, 10.3389/fpsyg.2016.00973 Marvin, 2016, Curiosity and reward: Valence predicts choice and information prediction errors enhance learning, Journal of Experimental Psychology. General, 145, 266, 10.1037/xge0000140 McNeish, 2016, On the unnecessary ubiquity of hierarchical linear modeling, Psychological Methods Metcalfe, 2020, Epistemic curiosity and the region of proximal learning, Current Opinion in Behavioral Sciences, 35, 40, 10.1016/j.cobeha.2020.06.007 Mooney, 1951, A new closure test, Canadian Journal of Psychology, 5, 129, 10.1037/h0083540 Muth, 2013, The aesthetic Aha: On the pleasure of having insights into gestalt, Acta Psychologica, 144, 25, 10.1016/j.actpsy.2013.05.001 Muth, 2016, SeIns: Semantic instability in art, Art & Perception, 4, 145, 10.1163/22134913-00002049 Muth, 2016, Semantic stability is more pleasurable in unstable episodic contexts. on the relevance of perceptual challenge in art appreciation, Frontiers in Human Neuroscience, 10, 43, 10.3389/fnhum.2016.00043 Nicki, 1970, The reinforcing effect of uncertainty reduction on a human operant, Canadian Journal of Psychology/Revue Canadienne de Psychologie, 24, 389, 10.1037/h0082875 Nicki, 1979, Uncertainty and preference for “ambiguous” figures, “impossible” figures and the drawings of M. C. Escher1, Scandinavian Journal of Psychology, 20, 277, 10.1111/j.1467-9450.1979.tb00709.x Pepperell, 2006, Seeing without objects: Visual indeterminacy and art, Leonardo, 39, 394, 10.1162/leon.2006.39.5.394 Peterson, 1994, Object recognition processes can and do operate before figure-ground organization, Current Directions in Psychological Science, 3, 105, 10.1111/1467-8721.ep10770552 Pinna, 2010, New gestalt principles of perceptual organization: An extension from grouping to shape and meaning, Gestalt Theory, 32, 1 Roets, 2011, Item selection and validation of a brief, 15-item version of the need for closure scale, Personality and Individual Differences, 50, 90, 10.1016/j.paid.2010.09.004 Schmidhuber, 2009, Driven by compression progress: A simple principle explains essential aspects of subjective beauty, novelty, surprise, interestingness, attention, curiosity, creativity, art, science, music, jokes, Anticipatory Behavior in Adaptive Learning Systems, 48, 10.1007/978-3-642-02565-5_4 Schwartenbeck, 2013, Exploration, novelty, surprise, and free energy minimization, Frontiers in Psychology, 4, 710, 10.3389/fpsyg.2013.00710 Seabold, 2010, Statsmodels: Econometric and statistical modeling with python, 57, 61, 10.25080/Majora-92bf1922-011 Seth, 2020, Curious inferences: Reply to sun and firestone on the dark room problem [review of Curious Inferences: Reply to Sun and Firestone on the Dark Room Problem], Trends in Cognitive Sciences, 24, 681, 10.1016/j.tics.2020.05.011 Silvia, 2005, Emotional responses to art: From collation and arousal to cognition and emotion, Review of General Psychology: Journal of Division 1, of the American Psychological Association, 9, 342, 10.1037/1089-2680.9.4.342 Simonsohn, 2018, Two lines: A valid alternative to the invalid testing of U-shaped relationships with quadratic regressions, Advances in Methods and Practices in Psychological Science, 1, 538, 10.1177/2515245918805755 Slamecka, 1978, The generation effect: Delineation of a phenomenon, Journal of Experimental Psychology: Human Learning and Memory, 4, 592 Tanner, 2017, Goal relevance as a quantitative model of human task relevance, Psychological Review, 124, 168, 10.1037/rev0000053 Terwilliger, 1963, Pattern complexity and affective arousal, Perceptual and Motor Skills, 17, 387, 10.2466/pms.1963.17.2.387 Van de Cruys, S. (2017). Affective value in the predictive mind. In T. K. Metzinger & W. Wiese (Eds.), Philosophy and Predictive Processing. MIND Group. Doi:10.15502/9783958573253. Van de Cruys, 2018, The use of prior knowledge for perceptual inference is preserved in ASD, Clinical Psychological Science, 6, 382, 10.1177/2167702617740955 Van de Cruys, 2011, Putting reward in art: A tentative prediction error account of visual art, I-Perception, 2, 1035, 10.1068/i0466aap Van Geert, 2020, Order, complexity, and aesthetic appreciation, Psychology of Aesthetics, Creativity, and the Arts, 14, 135, 10.1037/aca0000224 Vygotsky Wade, 2019, The role of prior knowledge and curiosity in learning, Psychonomic Bulletin & Review, 26, 1377, 10.3758/s13423-019-01598-6 Walker, 1981, The quest for the inverted U, 39 van der Walt, 2014, scikit-image: image processing in Python, PeerJ, 2, e453, 10.7717/peerj.453 Wang, 2004, Image quality assessment: From error visibility to structural similarity, IEEE Transactions on Image Processing: A Publication of the IEEE Signal Processing Society, 13, 600, 10.1109/TIP.2003.819861 Zeki, 2004, The neurology of ambiguity, Consciousness and Cognition, 13, 173, 10.1016/j.concog.2003.10.003