Formation of category representations.

A. J. Wills, Malia Noury, Nicholas J. Moberly, Matthew Newport

Research output: Contribution to journalArticlepeer-review

Abstract

Many formal models of categorization assume, implicitly or explicitly, that categorization results in the formation of direct associations from representations of the presented stimuli to representations of the experimentally provided category labels. In three categorization experiments employing a polymorphous classification structure (Dennis, Hampton, & Lea, 1973) and a partial reversal, optional shift procedure (Kendler, Kendler, & Wells, 1960), we provide evidence consistent with the hypothesis that learning a new classification problem results in the creation of category representations that mediate between representations of the stimulus and the label. This hypothesis can be instantiated through the AMBRY model (Kruschke, 1996).
Original languageEnglish
Pages (from-to)17-27
Number of pages0
JournalMem Cognit
Volume34
Issue number1
DOIs
Publication statusPublished - Jan 2006

Keywords

  • Adult
  • Association Learning
  • Attention
  • Classification
  • Discrimination Learning
  • Feedback
  • Female
  • Generalization
  • Stimulus
  • Humans
  • Male
  • Motivation
  • Pattern Recognition
  • Visual
  • Probability Learning
  • Psychophysics
  • Reaction Time

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