Literature DB >> 12623534

Context-sensitive elemental theory.

Allan R Wagner1.   

Abstract

My theories of associative learning, like those of N. J. Mackintosh and almost all learning theorists, have employed elemental representations of the stimuli involved. We must take notice when two important contributors to elemental theory, J. M. Pearce and W. K. Estes, find sufficient problems with the theory type to cause them to defect from it. I will describe some of the essential problems, concerning the substantial influence of context on learning and retrieval, characterize the different responses of Pearce and Estes, and, then, propose a variation on a recently developed elemental model that was similarly inspired. The resulting elemental theory has a close quantitative relationship to the product-rule of Estes and D. L. Medin, and may help us to rationalize how the same formal experimental design can sometimes produce results that favour the configural interpretation of Pearce and at other times the elemental interpretation of R. A. Rescorla and A. R. Wagner, as these have often been pitted against each other.

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Year:  2003        PMID: 12623534     DOI: 10.1080/02724990244000133

Source DB:  PubMed          Journal:  Q J Exp Psychol B        ISSN: 0272-4995


  41 in total

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2.  The nature of discrimination learning in pigeons.

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6.  An attention-modulated associative network.

Authors:  Justin A Harris; Evan J Livesey
Journal:  Learn Behav       Date:  2010-02       Impact factor: 1.986

7.  Contrasting AAC and ABC renewal: the role of context associations.

Authors:  Mario A Laborda; James E Witnauer; Ralph R Miller
Journal:  Learn Behav       Date:  2011-03       Impact factor: 1.986

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Authors:  A Matías Gámez; Samuel P León; Juan M Rosas
Journal:  Learn Behav       Date:  2017-09       Impact factor: 1.986

9.  Isomorphisms between psychological processes and neural mechanisms: from stimulus elements to genetic markers of activity.

Authors:  Michael S Fanselow; Moriel Zelikowsky; Jennifer Perusini; Vanessa Rodriguez Barrera; Sarah Hersman
Journal:  Neurobiol Learn Mem       Date:  2013-11-08       Impact factor: 2.877

10.  Explaining compound generalization in associative and causal learning through rational principles of dimensional generalization.

Authors:  Fabian A Soto; Samuel J Gershman; Yael Niv
Journal:  Psychol Rev       Date:  2014-07       Impact factor: 8.934

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