Literature DB >> 27872366

The long road of statistical learning research: past, present and future.

Blair C Armstrong1,2,3, Ram Frost3,4,5, Morten H Christiansen5,6,7.   

Abstract

Mesh：

Year:  2017        PMID： 27872366      PMCID： PMC5124073          DOI： 10.1098/rstb.2016.0047

Source DB:  PubMed          Journal:  Philos Trans R Soc Lond B Biol Sci        ISSN： 0962-8436            Impact factor:   6.237


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  22 in total

1.  Unsupervised statistical learning of higher-order spatial structures from visual scenes.

Authors:  J Fiser; R N Aslin
Journal:  Psychol Sci       Date:  2001-11

2.  Variability and detection of invariant structure.

Authors:  Rebecca L Gómez
Journal:  Psychol Sci       Date:  2002-09

Review 3.  What's statistical about learning? Insights from modelling statistical learning as a set of memory processes.

Authors:  Erik D Thiessen
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2017-01-05       Impact factor: 6.237

4.  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

5.  TRACX2: a connectionist autoencoder using graded chunks to model infant visual statistical learning.

Authors:  Denis Mareschal; Robert M French
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2017-01-05       Impact factor: 6.237

6.  Complementary learning systems within the hippocampus: a neural network modelling approach to reconciling episodic memory with statistical learning.

Authors:  Anna C Schapiro; Nicholas B Turk-Browne; Matthew M Botvinick; Kenneth A Norman
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2017-01-05       Impact factor: 6.237

Review 7.  Abstraction and generalization in statistical learning: implications for the relationship between semantic types and episodic tokens.

Authors:  Gerry T M Altmann
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2017-01-05       Impact factor: 6.237

8.  Visual statistical learning in the newborn infant.

Authors:  Hermann Bulf; Scott P Johnson; Eloisa Valenza
Journal:  Cognition       Date:  2011-07-13

9.  Statistical learning in children with specific language impairment.

Authors:  Julia L Evans; Jenny R Saffran; Kathryn Robe-Torres
Journal:  J Speech Lang Hear Res       Date:  2009-04       Impact factor: 2.297

Review 10.  The neurobiology of uncertainty: implications for statistical learning.

Authors:  Uri Hasson
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2017-01-05       Impact factor: 6.237
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  12 in total

1.  Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques.

Authors:  Julie M Schneider; Anqi Hu; Jennifer Legault; Zhenghan Qi
Journal:  J Vis Exp       Date:  2020-06-30       Impact factor: 1.355

Review 2.  Constraints on Statistical Learning Across Species.

Authors:  Chiara Santolin; Jenny R Saffran
Journal:  Trends Cogn Sci       Date:  2017-11-14       Impact factor: 20.229

3.  Redefining "Learning" in Statistical Learning: What Does an Online Measure Reveal About the Assimilation of Visual Regularities?

Authors:  Noam Siegelman; Louisa Bogaerts; Ofer Kronenfeld; Ram Frost
Journal:  Cogn Sci       Date:  2017-10-07

4.  Brain signatures of a multiscale process of sequence learning in humans.

Authors:  Maxime Maheu; Stanislas Dehaene; Florent Meyniel
Journal:  Elife       Date:  2019-02-04       Impact factor: 8.140

5.  Opposing Timing Constraints Severely Limit the Use of Pupillometry to Investigate Visual Statistical Learning.

Authors:  Felicia Zhang; Lauren L Emberson
Journal:  Front Psychol       Date:  2019-08-06

6.  Tracking the implicit acquisition of nonadjacent transitional probabilities by ERPs.

Authors:  Andrea Kóbor; Kata Horváth; Zsófia Kardos; Ádám Takács; Karolina Janacsek; Valéria Csépe; Dezso Nemeth
Journal:  Mem Cognit       Date:  2019-11

7.  Input Complexity Affects Long-Term Retention of Statistically Learned Regularities in an Artificial Language Learning Task.

Authors:  Ethan Jost; Katherine Brill-Schuetz; Kara Morgan-Short; Morten H Christiansen
Journal:  Front Hum Neurosci       Date:  2019-10-15       Impact factor: 3.169

8.  Potential and efficiency of statistical learning closely intertwined with individuals' executive functions: a mathematical modeling study.

Authors:  Jungtak Park; Hee-Dong Yoon; Taehyun Yoo; Minho Shin; Hyeon-Ae Jeon
Journal:  Sci Rep       Date:  2020-11-02       Impact factor: 4.379

9.  Statistical learning in domestic chicks is modulated by strain and sex.

Authors:  Chiara Santolin; Orsola Rosa-Salva; Bastien S Lemaire; Lucia Regolin; Giorgio Vallortigara
Journal:  Sci Rep       Date:  2020-09-15       Impact factor: 4.379

10.  Spontaneous Learning of Visual Structures in Domestic Chicks.

Authors:  Orsola Rosa-Salva; József Fiser; Elisabetta Versace; Carola Dolci; Sarah Chehaimi; Chiara Santolin; Giorgio Vallortigara
Journal:  Animals (Basel)       Date:  2018-08-06       Impact factor: 2.752
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