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Categorical Perception as an Acquired Phenomenon: What are the Implications?

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Neural Computation and Psychology

Part of the book series: Workshops in Computing ((WORKSHOPS COMP.))

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Abstract

Previous research on categorical perception (CP) has focussed primarily on low-level sensory continua. In a series of recent studies, we have found CP effects for ‘higher level’ representations: individual face categories. These findings suggest that CP effects can be acquired through experience, since such effects appear to vary as a direct function of the level of familiarity with individual faces. Thus, CP boundaries need not be innately specified. As such, the phenomenon of CP is much broader than has previously been believed. In this paper, we discuss the implications of these findings and explore various possible mechanisms to account for the phenomena. We then describe a number of further studies designed to distinguish between competing accounts.

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References

  1. Bornstein, M.H. & Korda, N.O. (1984). Discrimination and matching within and between hues measured by reaction times: Some implications for categorical perception and levels of information processing. Psychological Research, 46, 207–222.

    Article  Google Scholar 

  2. DeValois, R.L. & DeValois, K.K. (1975). Neural coding of color. In B.C. Carterette and M.P. Friedman (Eds.). Handbook of Perception, 5. New York: Academic Press.

    Google Scholar 

  3. Liberman, A.M., Harris, K.S., Hoffman, H.S., & Griffith, B.C. (1957). The discrimination of speech sounds within and across phoneme boundaries. Journal of Experimental Psychology, 54, 358–368.

    Article  Google Scholar 

  4. Eimas, P.D., Miller, J.L., & Jusczyk, P.W. (1987). On infant speech perception and the acquisition of language. In S. Harnad (Ed.). Categorical Perception: The Groundwork of Cognition. New York: Cambridge University Press.

    Google Scholar 

  5. Werker, J.F. & Tees, R.C. (1984). Cross-language speech perception: Evidence for perceptual reorganization during the first year of life. Infant Behavior and Development, 7, 49–63.

    Article  Google Scholar 

  6. Etcoff, N.L. & Magee, J.J. (1992). Categorical perception of facial expressions, Cognition, 44, 227–240.

    Article  Google Scholar 

  7. Morton, J. & Johnson, M.H. (1991). Conspec and conlern: A two-process theory of infant face recognition. Psychological Review, 98(2), 164–181.

    Article  Google Scholar 

  8. Hasselmo, M.E., Rolls, E.E., & Baylis, G.C. (1989). The role of expression and identity in the face-selective responses of neurons in the temporal visual cortex of the monkey, Behavioral Brain Research, 32, 203–218.

    Article  Google Scholar 

  9. Perrett, D.I., Smith, P.A.J., Potter, D.D., Mistlin, A.J., Head, A.S., Milner, A.D., & Jeeves, M.A. (1984). Neurons responsive to faces in the temporal cortex: Studies of functional organization, sensitivity to identity and relation to perception. Human Neurobiology, 3, 197–208.

    Google Scholar 

  10. Diamond, R. & Carey, S. (1977). Developmental changes in the representation of faces. Journal of Experimental Child Psychology, 23, 1–22.

    Article  Google Scholar 

  11. Carey, S. (1992). Becoming a face expert. Philosophical Transcripts of the Royal Society of London, B, 335, 95–103.

    Article  Google Scholar 

  12. Diamond, R. & Carey, S. (1986). Why faces are and are not special: An effect of expertise. Journal of Experimental Psychology: General, 155(2), 107–117.

    Article  Google Scholar 

  13. Harnad, S. (1987). Categorical Perception: The Groundwork of Cognition. New York: Cambridge University Press.

    Google Scholar 

  14. Ekman, P., Freisen, W.V., & Ellsworth, P. (1982). What are the similarities and differences in facial behavior across cultures? In P. Ekman (Ed.). Emotions in the Human Face. New York: Cambridge University Press.

    Google Scholar 

  15. Beale, J.M. & Keil, F.C. (Under review for publication). Categorical effects in the perception of faces.

    Google Scholar 

  16. Barfield, W. (1986). Expert-novice differences for software: Implications for problem solving and knowledge acquisition. Behaviour and Information Technology, 5, 15–29.

    Article  Google Scholar 

  17. Chi, M.T.H., Feltovich, P.J., & Glaser, R. (1981). Categorization and representation of physics problems by experts and novices. Cognitive Science, 5, 121–152.

    Article  Google Scholar 

  18. Lesgold, A., Rubinson, H., Feltovich, P., Glaser, R., Klopfer, D., & Wang, Y. (1988) Expertise in a complex skill: Diagnosing x-ray pictures. In M.T.H. Chi, R. Glaser, & M.J. Farr (Eds.). The Nature of Expertise. Hillsdale, NJ: Erlbaum.

    Google Scholar 

  19. Sweller, J. Mawer, R.F. & Ward, M.R. (1983). Development of expertise in mathematical problem solving. Journal of Experimental Psychology: General, 112(4), 639–661.

    Article  Google Scholar 

  20. Tanaka, J.W. & Taylor, M. (1991). Object categories and expertise: Is the basic level in the eye of the beholder? Cognitive Psychology, 23, 457–482.

    Article  Google Scholar 

  21. Myles-Worsley, M., Johnston, W.J., & Simons, M.A., (1988). The influence of expertise on X-ray image processing. Journal of Experimental Psychology, Learning, Memory, and Cognition, 14(3), 553–557.

    Article  Google Scholar 

  22. O’Toole, A.J., Abdi, H., Deffenbacher, K.A., & Valentin, D. (1993). Low-dimensional representation of faces in higher dimensions of the face space. Journal of the Optical Society of America A, 10, 1–7.

    Google Scholar 

  23. Turk, M. & Pentland, A. (1991) Eigenfaces for recognition. Journal of Cognitive Neuroscience, 3, 71–86.

    Article  Google Scholar 

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© 1995 Springer-Verlag London

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Beale, J.M., Keil, F.C. (1995). Categorical Perception as an Acquired Phenomenon: What are the Implications?. In: Smith, L.S., Hancock, P.J.B. (eds) Neural Computation and Psychology. Workshops in Computing. Springer, London. https://doi.org/10.1007/978-1-4471-3579-1_15

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  • DOI: https://doi.org/10.1007/978-1-4471-3579-1_15

  • Publisher Name: Springer, London

  • Print ISBN: 978-3-540-19948-9

  • Online ISBN: 978-1-4471-3579-1

  • eBook Packages: Springer Book Archive

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