Literature DB >> 16569149

Recency effects as a window to generalization: separating decisional and perceptual sequential effects in category learning.

Matt Jones1, Bradley C Love, W Todd Maddox.   

Abstract

Accounts of learning and generalization typically focus on factors related to lasting changes in representation (i.e., long-term memory). The authors present evidence that shorter term effects also play a critical role in determining performance and that these recency effects can be subdivided into perceptual and decisional components. Experimental results based on a probabilistic category structure show that the previous stimulus exerts a contrastive effect on the current percept (perceptual recency) and that responses are biased toward or away from the previous feedback, depending on the similarity between successive stimuli (decisional recency). A method for assessing these recency effects is presented that clarifies open questions regarding stimulus generalization and perceptual contrast effects in categorization and in other domains.

Mesh:

Year:  2006        PMID: 16569149     DOI: 10.1037/0278-7393.32.3.316

Source DB:  PubMed          Journal:  J Exp Psychol Learn Mem Cogn        ISSN: 0278-7393            Impact factor:   3.051


  20 in total

1.  Recalibration of the auditory continuity illusion: sensory and decisional effects.

Authors:  Lars Riecke; Christophe Micheyl; Mieke Vanbussel; Claudia S Schreiner; Daniel Mendelsohn; Elia Formisano
Journal:  Hear Res       Date:  2011-01-27       Impact factor: 3.208

2.  Category learning in the context of co-presented items.

Authors:  Janet K Andrews; Kenneth R Livingston; Kenneth J Kurtz
Journal:  Cogn Process       Date:  2010-11-14

3.  Classification response times in probabilistic rule-based category structures: contrasting exemplar-retrieval and decision-boundary models.

Authors:  Robert M Nosofsky; Daniel R Little
Journal:  Mem Cognit       Date:  2010-10

4.  Decision noise: an explanation for observed violations of signal detection theory.

Authors:  Shane T Mueller; Christoph T Weidemann
Journal:  Psychon Bull Rev       Date:  2008-06

Review 5.  A neural-based account of sequential bias during perceptual judgment.

Authors:  Shen-Mou Hsu
Journal:  Psychon Bull Rev       Date:  2021-03-19

6.  Error discounting in probabilistic category learning.

Authors:  Stewart Craig; Stephan Lewandowsky; Daniel R Little
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2011-05       Impact factor: 3.051

7.  Limits in decision making arise from limits in memory retrieval.

Authors:  Gyslain Giguère; Bradley C Love
Journal:  Proc Natl Acad Sci U S A       Date:  2013-04-22       Impact factor: 11.205

8.  Category learning from equivalence constraints.

Authors:  Rubi Hammer; Tomer Hertz; Shaul Hochstein; Daphna Weinshall
Journal:  Cogn Process       Date:  2008-12-03

9.  Assessing individual differences in categorical data.

Authors:  Jared B Smith; William H Batchelder
Journal:  Psychon Bull Rev       Date:  2008-08

10.  Learning mode and exemplar sequencing in unsupervised category learning.

Authors:  Dagmar Zeithamova; W Todd Maddox
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2009-05       Impact factor: 3.051

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