Literature DB >> 32258249

The prevalence and importance of statistical learning in human cognition and behavior.

Brynn E Sherman1, Kathryn N Graves1, Nicholas B Turk-Browne1.   

Abstract

Statistical learning, the ability to extract regularities from the environment over time, has become a topic of burgeoning interest. Its influence on behavior, spanning infancy to adulthood, has been demonstrated across a range of tasks, both those labeled as tests of statistical learning and those from other learning domains that predated statistical learning research or that are not typically considered in the context of that literature. Given this pervasive role in human cognition, statistical learning has the potential to reconcile seemingly distinct learning phenomena and may be an under-appreciated but important contributor to a wide range of human behaviors that are studied as unrelated processes, such as episodic memory and spatial navigation.

Entities:  

Keywords:  complementary learning systems; development; hippocampus; memory integration; prediction; regularities

Year:  2020        PMID: 32258249      PMCID: PMC7108790          DOI: 10.1016/j.cobeha.2020.01.015

Source DB:  PubMed          Journal:  Curr Opin Behav Sci        ISSN: 2352-1546


  62 in total

1.  Fast mapping word meanings across trials: Young children forget all but their first guess.

Authors:  Athulya Aravind; Jill de Villiers; Amy Pace; Hannah Valentine; Roberta Golinkoff; Kathy Hirsh-Pasek; Aquiles Iglesias; Mary Sweig Wilson
Journal:  Cognition       Date:  2018-04-25

2.  The Necessity of the Hippocampus for Statistical Learning.

Authors:  Natalie V Covington; Sarah Brown-Schmidt; Melissa C Duff
Journal:  J Cogn Neurosci       Date:  2018-01-08       Impact factor: 3.225

3.  Attention rapidly reorganizes to naturally occurring structure in a novel activity sequence.

Authors:  Jessica E Kosie; Dare Baldwin
Journal:  Cognition       Date:  2018-09-11

4.  Unsupervised statistical learning in newly hatched chicks.

Authors:  Chiara Santolin; Orsola Rosa-Salva; Giorgio Vallortigara; Lucia Regolin
Journal:  Curr Biol       Date:  2016-12-05       Impact factor: 10.834

5.  Real-world visual statistics and infants' first-learned object names.

Authors:  Elizabeth M Clerkin; Elizabeth Hart; James M Rehg; Chen Yu; Linda B Smith
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2017-01-05       Impact factor: 6.237

Review 6.  Boundaries Shape Cognitive Representations of Spaces and Events.

Authors:  Iva K Brunec; Morris Moscovitch; Morgan D Barense
Journal:  Trends Cogn Sci       Date:  2018-04-26       Impact factor: 20.229

7.  Hyper-binding: a unique age effect.

Authors:  Karen L Campbell; Lynn Hasher; Ruthann C Thomas
Journal:  Psychol Sci       Date:  2010-01-19

Review 8.  Reinforcement Learning and Episodic Memory in Humans and Animals: An Integrative Framework.

Authors:  Samuel J Gershman; Nathaniel D Daw
Journal:  Annu Rev Psychol       Date:  2016-09-02       Impact factor: 24.137

9.  No Apparent Influence of Reward upon Visual Statistical Learning.

Authors:  Leeland L Rogers; Kyle G Friedman; Timothy J Vickery
Journal:  Front Psychol       Date:  2016-11-02

10.  Statistical learning for speech segmentation: Age-related changes and underlying mechanisms.

Authors:  Shekeila D Palmer; James Hutson; Sven L Mattys
Journal:  Psychol Aging       Date:  2018-09-24
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  7 in total

1.  Visual statistical learning is modulated by arbitrary and natural categories.

Authors:  Leeland L Rogers; Su Hyoun Park; Timothy J Vickery
Journal:  Psychon Bull Rev       Date:  2021-03-31

2.  Gated recurrence enables simple and accurate sequence prediction in stochastic, changing, and structured environments.

Authors:  Cédric Foucault; Florent Meyniel
Journal:  Elife       Date:  2021-12-02       Impact factor: 8.140

3.  Remembering the pattern: A longitudinal case study on statistical learning in spatial navigation and memory consolidation.

Authors:  Kathryn N Graves; Brynn E Sherman; David Huberdeau; Eyiyemisi Damisah; Imran H Quraishi; Nicholas B Turk-Browne
Journal:  Neuropsychologia       Date:  2022-08-09       Impact factor: 3.054

4.  How statistical learning interacts with the socioeconomic environment to shape children's language development.

Authors:  Leyla Eghbalzad; Joanne A Deocampo; Christopher M Conway
Journal:  PLoS One       Date:  2021-01-22       Impact factor: 3.240

5.  The Bayesian brain and cooperative communication in schizophrenia.

Authors:  Lena Palaniyappan; Ganesan Venkatasubramanian
Journal:  J Psychiatry Neurosci       Date:  2022-02-08       Impact factor: 6.186

6.  School-Aged Children Learn Novel Categories on the Basis of Distributional Information.

Authors:  Iris Broedelet; Paul Boersma; Judith Rispens
Journal:  Front Psychol       Date:  2022-01-24

7.  Contextual Expectations Shape Cortical Reinstatement of Sensory Representations.

Authors:  Alex Clarke; Jordan Crivelli-Decker; Charan Ranganath
Journal:  J Neurosci       Date:  2022-06-24       Impact factor: 6.709

  7 in total

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