Literature DB >> 11869728

Visual statistical learning in infancy: evidence for a domain general learning mechanism.

Natasha Z Kirkham1, Jonathan A Slemmer, Scott P Johnson.   

Abstract

The rapidity with which infants come to understand language and events in their surroundings has prompted speculation concerning innate knowledge structures that guide language acquisition and object knowledge. Recently, however, evidence has emerged that by 8 months, infants can extract statistical patterns in auditory input that are based on transitional probabilities defining the sequencing of the input's components (Science 274 (1996) 1926). This finding suggests powerful learning mechanisms that are functional in infancy, and raises questions about the domain generality of such mechanisms. We habituated 2-, 5-, and 8-month-old infants to sequences of discrete visual stimuli whose ordering followed a statistically predictable pattern. The infants subsequently viewed the familiar pattern alternating with a novel sequence of identical stimulus components, and exhibited significantly greater interest in the novel sequence at all ages. These results provide support for the likelihood of domain general statistical learning in infancy, and imply that mechanisms designed to detect structure inherent in the environment may play an important role in cognitive development.

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Year:  2002        PMID: 11869728     DOI: 10.1016/s0010-0277(02)00004-5

Source DB:  PubMed          Journal:  Cognition        ISSN: 0010-0277


  228 in total

1.  Development of object concepts in infancy: Evidence for early learning in an eye-tracking paradigm.

Authors:  Scott P Johnson; Dima Amso; Jonathan A Slemmer
Journal:  Proc Natl Acad Sci U S A       Date:  2003-08-25       Impact factor: 11.205

2.  Statistical learning of visual transitions in monkey inferotemporal cortex.

Authors:  Travis Meyer; Carl R Olson
Journal:  Proc Natl Acad Sci U S A       Date:  2011-11-14       Impact factor: 11.205

Review 3.  A hierarchical model of the evolution of human brain specializations.

Authors:  H Clark Barrett
Journal:  Proc Natl Acad Sci U S A       Date:  2012-06-20       Impact factor: 11.205

Review 4.  Objective neural indices of speech-in-noise perception.

Authors:  Samira Anderson; Nina Kraus
Journal:  Trends Amplif       Date:  2010-06

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.  Prediction suppression in monkey inferotemporal cortex depends on the conditional probability between images.

Authors:  Suchitra Ramachandran; Travis Meyer; Carl R Olson
Journal:  J Neurophysiol       Date:  2015-11-18       Impact factor: 2.714

7.  Listening through voices: Infant statistical word segmentation across multiple speakers.

Authors:  Katharine Graf Estes; Casey Lew-Williams
Journal:  Dev Psychol       Date:  2015-09-21

8.  Expectations about single event probabilities in the first year of life: The influence of perceptual and statistical information.

Authors:  Chris A Lawson; David H Rakison
Journal:  Infancy       Date:  2013-11

9.  Specificity of representations in infants' visual statistical learning.

Authors:  Dylan M Antovich; Stephanie Chen-Wu Gluck; Elizabeth J Goldman; Katharine Graf Estes
Journal:  J Exp Child Psychol       Date:  2020-02-12

Review 10.  What are you doing? How active and observational experience shape infants' action understanding.

Authors:  Sabine Hunnius; Harold Bekkering
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2014-04-28       Impact factor: 6.237

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