Literature DB >> 19768131

Challenges Facing Contemporary Associative Approaches to Acquired Behavior.

Ralph R Miller1.   

Abstract

Despite the considerable success of contemporary associative models of learning in stimulating new behavioral research and modest success in providing direction to both neuroscience and psychotherapy, these models are confronted with at least three challenges. The first challenge is to the assumption that animals encode only one or a few summary statistics to capture what has been experienced over many training trials. This assumption is contrary to overwhelming evidence that the brain retains episodic information. The second challenge is that the learning-performance distinction has been largely ignored. Most models erroneously assume that behavior is a nearly perfect reflection of what has been encoded. The third challenge is to account for interactions between stimuli that have been presented separately (e.g., stimulus interference) as well as between stimuli that have been presented together (e.g., stimulus competition).

Year:  2006        PMID: 19768131      PMCID: PMC2746498          DOI: 10.3819/ccbr.2008.10005

Source DB:  PubMed          Journal:  Comp Cogn Behav Rev        ISSN: 1911-4745


  50 in total

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Authors: 
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3.  Proactive interference between cues trained with a common outcome in first-order Pavlovian conditioning.

Authors:  Jeffrey C Amundson; Martha Escobar; Ralph R Miller
Journal:  J Exp Psychol Anim Behav Process       Date:  2003-10

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Journal:  Q J Exp Psychol B       Date:  2002-10

5.  The basic laws of conditioning differ for elemental cues and cues trained in compound.

Authors:  Kouji Urushihara; Steven C Stout; Ralph R Miller
Journal:  Psychol Sci       Date:  2004-04

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

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

Review 7.  Associative learning.

Authors:  R F Thompson; S Bao; L Chen; B D Cipriano; J S Grethe; J J Kim; J K Thompson; J A Tracy; M S Weninger; D J Krupa
Journal:  Int Rev Neurobiol       Date:  1997       Impact factor: 3.230

8.  Pavlovian conditioning. It's not what you think it is.

Authors:  R A Rescorla
Journal:  Am Psychol       Date:  1988-03

9.  Time as content in Pavlovian conditioning.

Authors:  H I Savastano; R R Miller
Journal:  Behav Processes       Date:  1998-12       Impact factor: 1.777

10.  Contrasting predictive and causal values of predictors and of causes.

Authors:  Oskar Pineño; James C Denniston; Tom Beckers; Helena Matute; Ralph R Miller
Journal:  Learn Behav       Date:  2005-05       Impact factor: 1.986

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  3 in total

1.  Implicit learning is order dependent.

Authors:  Randall K Jamieson; John R Vokey; D J K Mewhort
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2.  An instance theory of associative learning.

Authors:  Randall K Jamieson; Matthew J C Crump; Samuel D Hannah
Journal:  Learn Behav       Date:  2012-03       Impact factor: 1.986

3.  Second-Order Conditioning and Conditioned Inhibition in Different Moments of the Same Training: The Effect of A+ and AX- Trial Number.

Authors:  Clara Muñiz-Diez; Judit Muñiz-Moreno; Ignacio Loy
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  3 in total

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