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Procedural Memory Effects in Categorization: Evidence for Multiple Systems or Task Complexity?

Overview
Journal Mem Cognit
Specialty Psychology
Date 2013 Nov 13
PMID 24217892
Citations 3
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Abstract

According to an influential multiple-systems model of category learning, an implicit procedural system governs the learning of information-integration category structures, whereas a rule-based system governs the learning of explicit rule-based categories. Support for this idea has come in part from demonstrations that motor interference, in the form of inconsistent mapping between response location and category labels, results in observed deficits, but only for learning information-integration category structures. In this article, we argue that this response location manipulation results in a potentially more cognitively complex task in which the feedback is difficult to interpret. In one experiment, we attempted to attenuate the cognitive complexity by providing more information in the feedback, and demonstrated that this eliminates the observed performance deficit for information-integration category structures. In a second experiment, we demonstrated similar interference of the inconsistent mapping manipulation in a rule-based category structure. We claim that task complexity, and not separate systems, might be the source of the original dissociation between performance on rule-based and information-integration tasks.

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References
1.
Maddox W, Ashby F, Ing A, Pickering A . Disrupting feedback processing interferes with rule-based but not information-integration category learning. Mem Cognit. 2004; 32(4):582-91. DOI: 10.3758/bf03195849. View

2.
Nosofsky R, Palmeri T, McKinley S . Rule-plus-exception model of classification learning. Psychol Rev. 1994; 101(1):53-79. DOI: 10.1037/0033-295x.101.1.53. View

3.
Nosofsky R, Stanton R, Zaki S . Procedural interference in perceptual classification: implicit learning or cognitive complexity?. Mem Cognit. 2006; 33(7):1256-71. DOI: 10.3758/bf03193227. View

4.
Maddox W, Ashby F . Dissociating explicit and procedural-learning based systems of perceptual category learning. Behav Processes. 2004; 66(3):309-32. DOI: 10.1016/j.beproc.2004.03.011. View

5.
Alfonso-Reese L, Ashby F, Brainard D . What makes a categorization task difficult?. Percept Psychophys. 2002; 64(4):570-83. DOI: 10.3758/bf03194727. View