Implicit learning and statistical learning: one phenomenon, two approaches

Pierre Perruchet; Sébastien Pacton

doi:10.1016/j.tics.2006.03.006

journal article May 01, 2006

Implicit learning and statistical learning: one phenomenon, two approaches

Pierre Perruchet Sébastien Pacton

Trends in Cognitive Sciences Vol. 10 No. 5 pp. 233-238 · Elsevier BV

View at Publisher Save 10.1016/j.tics.2006.03.006

Topics

No keywords indexed for this article. Browse by subject →

References

68

[1]

Reber "Implicit learning of artificial grammars" J. Verbal Learn. Verbal Behav. (1967) 10.1016/s0022-5371(67)80149-x

[2]

Reber (1993)

[3]

Cleeremans "Implicit learning: News from the front" Trends Cogn. Sci. (1998) 10.1016/s1364-6613(98)01232-7

[4]

Shanks "Implicit learning" (2005)

[5]

Statistical Learning by 8-Month-Old Infants

Jenny R. Saffran, Richard N. Aslin, Elissa L. Newport

Science 1996 10.1126/science.274.5294.1926

[6]

Unsupervised Statistical Learning of Higher-Order Spatial Structures from Visual Scenes

József Fiser, Richard N. Aslin

Psychological Science 2001 10.1111/1467-9280.00392

[7]

Fiser "Statistical learning of higher-order temporal structure from visual shape sequences" J. Exp. Psychol. Learn. Mem. Cogn. (2002) 10.1037/0278-7393.28.3.458

[8]

Turk-Browne "The automaticity of visual statistical learning" J. Exp. Psychol. Gen. (2005) 10.1037/0096-3445.134.4.552

[9]

Encoding Multielement Scenes: Statistical Learning of Visual Feature Hierarchies.

József Fiser, Richard N. Aslin

Journal of Experimental Psychology: General 2005 10.1037/0096-3445.134.4.521

[10]

Conway, C.M. and Christiansen, M.H. Statistical learning within and between modalities: Pitting abstract against stimulus-specific representations. Psychol. Sci. (in press)

[11]

Saffran "Statistical learning of tone sequences by human infants and adults" Cognition (1999) 10.1016/s0010-0277(98)00075-4

[12]

Saffran "Changing the tune: Absolute and relative pitch processing by adults and infants" Dev. Sci. (2005) 10.1111/j.1467-7687.2005.00387.x

[13]

Conway "Modality-constrained statistical learning of tactile, visual, and auditory sequences" J. Exp. Psychol. Learn. Mem. Cogn. (2005) 10.1037/0278-7393.31.1.24

[14]

Saffran "The use of predictive dependencies in language learning" J. Mem. Lang. (2001) 10.1006/jmla.2000.2759

[15]

Saffran "From syllables to syntax: Multilevel statistical learning by 12-month-old infants" Infancy (2003) 10.1207/s15327078in0402_07

[16]

Statistical learning in a serial reaction time task: Access to separable statistical cues by individual learners.

Ruskin H. Hunt, Richard N. Aslin

Journal of Experimental Psychology: General 2001 10.1037/0096-3445.130.4.658

[17]

Kirkham "Visual statistical learning in infancy: Evidence for a domain general learning mechanism" Cognition (2002) 10.1016/s0010-0277(02)00004-5

[18]

Shanks "Attentional load and implicit sequence learning" Psychol. Res. (2005) 10.1007/s00426-004-0211-8

[19]

Remillard "Pure perceptual-based sequence learning" J. Exp. Psychol. Learn. Mem. Cogn. (2003) 10.1037/0278-7393.29.4.581

[20]

Jiang "Selective attention modulates implicit learning" Q. J. Exp. Psychol. (2001) 10.1080/02724980042000516

[21]

Jiang "Implicit learning of ignored visual context" Psychon. Bull. Rev. (2005) 10.3758/bf03196353

[22]

Hoffmann "When obvious covariations are not even learned implicitly" Eur. J. Cog. Psychol (2005) 10.1080/09541440440000203

[23]

Shanks "Attention and awareness in ‘implicit’ sequence learning" (2003)

[24]

Hsiao "The role of attention on implicit sequence learning" (1998)

[25]

Toro "Speech segmentation by statistical learning depends on attention" Cognition (2005) 10.1016/j.cognition.2005.01.006

[26]

Baker "Role of attention and perceptual grouping in visual statistical learning" Psychol. Sci. (2004) 10.1111/j.0956-7976.2004.00702.x

[27]

Pothos "The role of similarity in artificial grammar learning" J. Exp. Psychol. Learn. Mem. Cogn. (2000) 10.1037/0278-7393.26.4.847

[28]

Buchner "On the role of fragmentary knowledge in a sequence learning task" Q. J. Exp. Psychol. (1998) 10.1080/713755757

[29]

Christiansen "Learning to segment speech using multiple cues: A connectionist model" Lang. Cogn. Processes (1998) 10.1080/016909698386528

[30]

Perruchet "PARSER: A model for word segmentation" J. Mem. Lang. (1998) 10.1006/jmla.1998.2576

[31]

Learning the structure of event sequences.

Axel Cleeremans, James L. McClelland

Journal of Experimental Psychology: General 1991 10.1037/0096-3445.120.3.235

[32]

Cleeremans (1993)

[33]

Kinder "Neuropsychological dissociations between priming and recognition: a single-system connectionist account" Psychol. Rev. (2003) 10.1037/0033-295x.110.4.728

[34]

Tillmann "Implicit learning of tonality: A self-organizing approach" Psychol. Rev. (2000) 10.1037/0033-295x.107.4.885

[35]

Saffran "Words in a sea of sounds: The output of statistical learning" Cognition (2001) 10.1016/s0010-0277(01)00132-9

[36]

Meulemans "Implicit learning of complex information in amnesia" Brain Cogn. (2003) 10.1016/s0278-2626(03)00081-2

[37]

Jimenez, L. (2005) Chunk structure in implicit and explicit sequence learning, 2nd European Workshop on Movement Science (Vienna), Abstract No. 2.1.6

[38]

Anderson (1998)

[39]

Shanks, D.R. et al. Disruption of sequential priming in organic and pharmacological amnesia: A role for the medial temporal lobes in implicit contextual learning. Neuropsychopharmacology (in press)

[40]

Shanks "Modularity and artificial grammar learning" (2002)

[41]

Servan-Schreiber "Learning artificial grammars with competitive chunking" J. Exp. Psychol. Learn. Mem. Cogn. (1990) 10.1037/0278-7393.16.4.592

[42]

Aslin "Computation of conditional probability statistics by 8-month-old infants" Psychol. Sci. (1998) 10.1111/1467-9280.00063

[43]

Chang "Visual feature learning in artificial grammar classification" J. Exp. Psychol. Learn. Mem. Cogn. (2004) 10.1037/0278-7393.30.3.714

[44]

Perruchet "The exploitation of distributional information in syllable processing" J. Neuroling. (2004) 10.1016/s0911-6044(03)00059-9

[45]

Boucher "Two ways of learning associations" Cogn. Sci. (2003) 10.1207/s15516709cog2706_1

[46]

Giroux, I. and Rey, A. (2005) Word and sub-word units in speech perception. Proceedings of the 46th Annual Meeting of the Psychonomic Society (Toronto), Abstract No. 3061

[47]

Kuhn, G. and Dienes, Z. Implicit learning of non-local musical rules. J. Exp. Psychol. Learn. Mem. Cogn. (in press)

[48]

Perruchet "Statistical approaches to language acquisition and the self-organizing consciousness: A reversal of perspective" Psychol. Res. (2005) 10.1007/s00426-004-0205-6

[49]

Perruchet "The self-organizing consciousness" Behav. Brain Sci. (2002) 10.1017/s0140525x02000067

[50]

Marcus "Rule learning by seven-month-old infants" Science (1999) 10.1126/science.283.5398.77

Showing 50 of 68 references

Cited By

589

Neural correlates of sequence learning in children with developmental dyslexia

Martina Hedenius, Jonas Persson · 2022

Human Brain Mapping

Explicit Instructions Do Not Enhance Auditory Statistical Learning in Children With Developmental Language Disorder: Evidence From Event-Related Potentials

Ana Paula Soares, Francisco-Javier Gutiérrez-Domínguez · 2022

Frontiers in Psychology

Statistical Learning of Language: A Meta‐Analysis Into 25 Years of Research

Erin S. Isbilen, Morten H. Christiansen · 2022

Cognitive Science

Predictability Changes What We Remember in Familiar Temporal Contexts

Hyojeong Kim, Margaret L. Schlichting · 2020

Journal of Cognitive Neuroscience

Long-term implicit memory for sequential auditory patterns in humans

Roberta Bianco, Peter MC Harrison · 2020

eLife

Not All Words Are Equally Acquired: Transitional Probabilities and Instructions Affect the Electrophysiological Correlates of Statistical Learning

Ana Paula Soares, Francisco-Javier Gutiérrez-Domínguez · 2020

Frontiers in Human Neuroscience

Different levels of statistical learning - Hidden potentials of sequence learning tasks

Emese Szegedi-Hallgató, Karolina Janacsek · 2019

PLoS ONE

Motor Learning

John W. Krakauer, Alkis M. Hadjiosif · 2019

Comprehensive Physiology

Statistical learning and probabilistic prediction in music cognition: mechanisms of stylistic enculturation

Marcus T. Pearce · 2018

Annals of the New York Academy of S...

Developing Sensitivity to Subword Combinatorial Orthographic Regularity (SCORe): A Two-Process Framework

Quintino R. Mano · 2016

Scientific Studies of Reading

INCIDENTAL ACQUISITION OF GRAMMATICAL FEATURES DURING READING IN L1 AND L2

DENISA BORDAG, Amit Kirschenbaum · 2015

Studies in Second Language Acquisit...

Predictive uncertainty in auditory sequence processing

Niels Chr. Hansen, Marcus T. Pearce · 2014

Frontiers in Psychology

Implicit learning in individuals with autism spectrum disorders: a meta-analysis

F. Foti, F. De Crescenzo · 2014

Psychological Medicine

The timing and mechanisms of children's use of morphological information in spelling: A review of evidence from English and French

Sébastien Pacton, S. Hélène Deacon · 2008

Cognitive Development

Darwin's mistake: Explaining the discontinuity between human and nonhuman minds

Derek C. Penn, Keith J. Holyoak · 2008

Behavioral and Brain Sciences

Metrics

589

Citations

68

References

Details

Published: May 01, 2006
Vol/Issue: 10(5)
Pages: 233-238
License: View

Authors

Cite This Article

Pierre Perruchet, Sébastien Pacton (2006). Implicit learning and statistical learning: one phenomenon, two approaches. Trends in Cognitive Sciences, 10(5), 233-238. https://doi.org/10.1016/j.tics.2006.03.006

Implicit learning and statistical learning: one phenomenon, two approaches

You May Also Like