Abstract
The hemispheric asymmetry literature traditionally posits that holistic processing (HP) is a property of right hemisphere (RH) processing. Nevertheless, a counterexample was recently found: for Chinese character recognition expertise, studies showed reduced HP (as measured in the composite task) and increased RH lateralization, revealing that these two effects may be separate processes. With a computational model of face recognition, in which we implement a theory of hemispheric asymmetry in perception that posits a low spatial frequency bias in the RH and a high spatial frequency bias in the left hemisphere (i.e., the Double Filtering by Frequency Theory of Ivry and Robertson), here we show that when the face recognition task relies purely on featural information, there is a negative correlation between HP and RH lateralization: HP increases whereas RH lateralization decreases with increasing stimulus dissimilarity. In contrast, when the face recognition task relies purely on configural information, there is a strong positive correlation between HP and RH lateralization: both HP and RH lateralization increase with increasing stimulus dissimilarity. These results suggest that HP and RH lateralization are separate processes that can be influenced differentially by task requirements.
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References
Bukach, C.M., Gauthier, I., Tarr, M.J.: Beyond faces and modularity: The power of an expertise framework. Trends Cogn. Sci. 10, 159–166 (2006)
Gilbert, C., Bakan, P.: Visual asymmetry in perception of faces. Neuropsychologia 11, 355–362 (1973)
Burt, D.M., Perrett, D.I.: Perceptual asymmetries in judgments of facial attractiveness, age, gender, speech and expression. Neuropsychologia 35, 685–693 (1997)
Kanwisher, N., McDermott, J., Chun, M.M.: The fusiform face area: a module in human extrastriate cortex specialized for face perception. J. Neurosci. 17, 4302–4311 (1997)
Rossion, B., Joyce, C.A., Cottrell, G.W., Tarr, M.J.: Early lateralization and orientation tuning for face, word, and object processing in the visual cortex. Neuroimage 20, 1609–1624 (2003)
Schiltz, C., Dricot, L., Goebel, R., Rossion, B.: Holistic perception of individual faces in the right middle fusiform gyrus as evidenced by the composite face illusion. J. Vision 10(2), 25, 1–16 (2010)
Harris, A., Aguirre, G.K.: The representation of parts and wholes in face-selective cortex. Journal of Cognitive Neuroscience 20(5), 863–878 (2008)
Gauthier, I., Tarr, M.J.: Unraveling mechanisms for expert object recognition: bridging brain activity and behavior. J. Exp. Psycho. Human 28, 431–446 (2002)
Bradshaw, J.L., Nettleton, N.C.: The nature of hemispheric specialization in man. Behav. Brain Sci. 4, 51–91 (1981)
Hsiao, J.H., Cottrell, G.W.: Not all expertise is holistic, but it be leftist: The case of Chinese character recognition. Psychol. Sci. 20(4), 455–463 (2009)
Hsiao, J.H., Shillcock, R.: Analysis of a Chinese phonetic compound database: Implications for orthographic processing. J. Psycholinguist Res. 35, 405–426 (2006)
Farah, M.J., Wilson, K.D., Drain, H.M., Tanaka, J.N.: What is “special” about face perception? Psychol. Rev. 105, 482–498 (1998)
Ge, L., Wang, Z., McCleery, J.P., Lee, K.: Activation of face expertise and the inversion effect. Psychol. Sci. 17, 12–16 (2006)
Hsiao, J.H., Shieh, D., Cottrell, G.W.: Convergence of the visual field split: hemispheric modeling of face and object recognition. J. Cognitive Neurosci. 20(12), 2298–2307 (2008)
Ivry, R., Robertson, L.C.: The Two Sides of Perception. MIT Press, Cambridge (1998)
Mondloch, C.J., Grand, R.L., Maurer, D.: Configural face processing develops more slowly than featural face processing. Perception 31, 553–566 (2002)
Gauthier, I., Bukach, C.: Should we reject the expertise hypothesis? Cognition 103(2), 322–330 (2007)
Cottrell, G.W., Branson, K., Calder, A.J.: Do expression and identity need separate representations? In: Proc. of the 24th Annual Cognitive Science Conference (2002)
Richler, J.J., Mack, M.L., Gauthier, I., Palmeri, T.J.: Distinguishing Between Perceptual and Decisional Sources of Holism in Face Processing. In: Proc. of the 29th Annual Cognitive Science Conference (2007)
Hsiao, J.H., Cheung, K.C.F.: Computational exploration of the relationship between holistic processing and right hemisphere lateralization in featural and configural recognition tasks. In: Proc. of the 33th Annual Cognitive Science Conference (2011)
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Galmar, B., Hsiao, J.Hw. (2013). Holistic Processing Is Not Always a Property of Right Hemisphere Processing- Evidence from Computational Modeling of Face Recognition. In: Lee, M., Hirose, A., Hou, ZG., Kil, R.M. (eds) Neural Information Processing. ICONIP 2013. Lecture Notes in Computer Science, vol 8226. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-42054-2_1
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DOI: https://doi.org/10.1007/978-3-642-42054-2_1
Publisher Name: Springer, Berlin, Heidelberg
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