Literature DB >> 19015509

The effect of repetition and similarity on sequence learning.

Padraic Monaghan1, Chris Rowson.   

Abstract

Repetition is a pervasive feature of children's environments, and may be an important contributor to learning such complex sequential structures as language. Endress, Dehaene-Lambertz, and Mehler (2007) found that repeated tone sequences were learned more easily than sequences containing ordinal relations, but there have been no direct comparisons of repeating sequences versus sequences that contain similar, but not identical, stimuli. In Experiment 1, we compared learning from repeating tone sequences to learning from tones that varied in similarity, and confirmed that repetition is a special case for learning. In Experiment 2 we showed that the learning distinction between repeated and similar elements is not affected by whether similarity is variable. We conclude by indicating that repetition provides an important constraint on learning, and we discuss the extent to which such constraints are consistent with general-purpose statistical learning mechanisms.

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Mesh:

Year:  2008        PMID: 19015509     DOI: 10.3758/MC.36.8.1509

Source DB:  PubMed          Journal:  Mem Cognit        ISSN: 0090-502X


  12 in total

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Authors:  E M Pothos; T M Bailey
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2.  Signal-driven computations in speech processing.

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3.  Variability and detection of invariant structure.

Authors:  Rebecca L Gómez
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4.  Linguistic constraints on statistical computations: the role of consonants and vowels in continuous speech processing.

Authors:  Luca L Bonatti; Marcela Peña; Marina Nespor; Jacques Mehler
Journal:  Psychol Sci       Date:  2005-06

5.  Short-term memory for serial order: a recurrent neural network model.

Authors:  Matthew M Botvinick; David C Plaut
Journal:  Psychol Rev       Date:  2006-04       Impact factor: 8.934

6.  Perceptual constraints and the learnability of simple grammars.

Authors:  Ansgar D Endress; Ghislaine Dehaene-Lambertz; Jacques Mehler
Journal:  Cognition       Date:  2007-02-05

7.  Item repetition in short-term memory: Ranschburg repeated.

Authors:  R N Henson
Journal:  J Exp Psychol Learn Mem Cogn       Date:  1998-09       Impact factor: 3.051

8.  Repetition blindness: type recognition without token individuation.

Authors:  N G Kanwisher
Journal:  Cognition       Date:  1987-11

9.  Neural networks and physical systems with emergent collective computational abilities.

Authors:  J J Hopfield
Journal:  Proc Natl Acad Sci U S A       Date:  1982-04       Impact factor: 11.205

10.  Learning and development in neural networks--the importance of prior experience.

Authors:  Gerry T M Altmann
Journal:  Cognition       Date:  2002-09
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  2 in total

1.  Correspondences between what infants see and know about causal and self-propelled motion.

Authors:  Jessica B Cicchino; Richard N Aslin; David H Rakison
Journal:  Cognition       Date:  2010-11-30

2.  Artificial grammar learning in children: abstraction of rules or sensitivity to perceptual features?

Authors:  Arnaud Witt; Annie Vinter
Journal:  Psychol Res       Date:  2011-03-25
  2 in total

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