Literature DB >> 34282566

Effects of category learning strategies on recognition memory.

Kevin O'Neill1,2, Audrey Liu3,4, Siyuan Yin3,5, Timothy Brady6, Felipe De Brigard3,4,7,8.   

Abstract

Extant research has shown that previously acquired categorical knowledge affects recognition memory, and that differences in category learning strategies impact classification accuracy. However, it is unknown whether different learning strategies also have downstream effects on subsequent recognition memory. The present study investigates the effect of two unidimensional rule-based category learning strategies - learning (a) with or without explicit instruction, and (b) with or without supervision - on subsequent recognition memory. Our findings suggest that acquiring categorical knowledge increased both hits (Experiments 1 and 2) and false-alarms (Experiment 1) for category-congruent items regardless of the particular strategy employed in initially learning these categories. There were, however, small processing speed advantages during recognition memory for both explicit instruction and supervised practice relative to neither (Experiment 2). We discuss these findings in the context of how prior knowledge influences recognition memory, and in relation to similar findings showing schematic effects on episodic memory.
© 2021. The Psychonomic Society, Inc.

Entities:  

Keywords:  Category learning; Recognition memory; Schema; Supervised learning

Mesh:

Year:  2021        PMID: 34282566     DOI: 10.3758/s13421-021-01207-9

Source DB:  PubMed          Journal:  Mem Cognit        ISSN: 0090-502X


  25 in total

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Journal:  J Exp Psychol       Date:  1957-08

2.  ALCOVE: an exemplar-based connectionist model of category learning.

Authors:  J K Kruschke
Journal:  Psychol Rev       Date:  1992-01       Impact factor: 8.934

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Journal:  Psychol Rev       Date:  1991-07       Impact factor: 8.934

5.  Learning the exception to the rule: model-based FMRI reveals specialized representations for surprising category members.

Authors:  Tyler Davis; Bradley C Love; Alison R Preston
Journal:  Cereb Cortex       Date:  2011-06-10       Impact factor: 5.357

Review 6.  Bayesian Assessment of Null Values Via Parameter Estimation and Model Comparison.

Authors:  John K Kruschke
Journal:  Perspect Psychol Sci       Date:  2011-05

7.  A Bayesian account of reconstructive memory.

Authors:  Pernille Hemmer; Mark Steyvers
Journal:  Top Cogn Sci       Date:  2009-01

8.  Global neural pattern similarity as a common basis for categorization and recognition memory.

Authors:  Tyler Davis; Gui Xue; Bradley C Love; Alison R Preston; Russell A Poldrack
Journal:  J Neurosci       Date:  2014-05-28       Impact factor: 6.167

Review 9.  Human category learning.

Authors:  F Gregory Ashby; W Todd Maddox
Journal:  Annu Rev Psychol       Date:  2005       Impact factor: 24.137

Review 10.  What is a memory schema? A historical perspective on current neuroscience literature.

Authors:  Vanessa E Ghosh; Asaf Gilboa
Journal:  Neuropsychologia       Date:  2013-11-23       Impact factor: 3.139

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