Literature DB >> 16616590

Implicit learning and statistical learning: one phenomenon, two approaches.

Pierre Perruchet1, Sebastien Pacton.   

Abstract

The domain-general learning mechanisms elicited in incidental learning situations are of potential interest in many research fields, including language acquisition, object knowledge formation and motor learning. They have been the focus of studies on implicit learning for nearly 40 years. Stemming from a different research tradition, studies on statistical learning carried out in the past 10 years after the seminal studies by Saffran and collaborators, appear to be closely related, and the similarity between the two approaches is strengthened further by their recent evolution. However, implicit learning and statistical learning research favor different interpretations, focusing on the formation of chunks and statistical computations, respectively. We examine these differing approaches and suggest that this divergence opens up a major theoretical challenge for future studies.

Mesh:

Year:  2006        PMID: 16616590     DOI: 10.1016/j.tics.2006.03.006

Source DB:  PubMed          Journal:  Trends Cogn Sci        ISSN: 1364-6613            Impact factor:   20.229


  187 in total

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2.  Brief report: a comparison of statistical learning in school-aged children with high functioning autism and typically developing peers.

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3.  Processing multiple non-adjacent dependencies: evidence from sequence learning.

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Authors:  Jiaxiang Zhang; Zoe Kourtzi
Journal:  Proc Natl Acad Sci U S A       Date:  2010-07-13       Impact factor: 11.205

5.  Implicit perceptual anticipation triggered by statistical learning.

Authors:  Nicholas B Turk-Browne; Brian J Scholl; Marcia K Johnson; Marvin M Chun
Journal:  J Neurosci       Date:  2010-08-18       Impact factor: 6.167

6.  Visual statistical learning is related to natural language ability in adults: An ERP study.

Authors:  Jerome Daltrozzo; Samantha N Emerson; Joanne Deocampo; Sonia Singh; Marjorie Freggens; Lee Branum-Martin; Christopher M Conway
Journal:  Brain Lang       Date:  2017-01-10       Impact factor: 2.381

7.  Grammatical Difficulties in Children with Specific Language Impairment: Is Learning Deficient?

Authors:  Hsinjen Julie Hsu; Dorothy V M Bishop
Journal:  Hum Dev       Date:  2011-01

Review 8.  Lexical learning and lexical processing in children with developmental language impairments.

Authors:  Kate Nation
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2013-12-09       Impact factor: 6.237

Review 9.  Neurocognitive basis of implicit learning of sequential structure and its relation to language processing.

Authors:  Christopher M Conway; David B Pisoni
Journal:  Ann N Y Acad Sci       Date:  2008-12       Impact factor: 5.691

10.  Establishment of an attentional set via statistical learning.

Authors:  Joshua D Cosman; Shaun P Vecera
Journal:  J Exp Psychol Hum Percept Perform       Date:  2013-10-07       Impact factor: 3.332

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