Statistical learning research: A critical review and possible new directions.

R Frost, BC Armstrong, MH Christiansen - Psychological Bulletin, 2019 - psycnet.apa.org
Statistical learning (SL) is involved in a wide range of basic and higher-order cognitive
functions and is taken to be an important building block of virtually all current theories of …

The extraction and integration framework: a two-process account of statistical learning.

ED Thiessen, AT Kronstein, DG Hufnagle - Psychological bulletin, 2013 - psycnet.apa.org
The term statistical learning in infancy research originally referred to sensitivity to transitional
probabilities. Subsequent research has demonstrated that statistical learning contributes to …

Language as shaped by the brain

MH Christiansen, N Chater - Behavioral and brain sciences, 2008 - cambridge.org
It is widely assumed that human learning and the structure of human languages are
intimately related. This relationship is frequently suggested to derive from a language …

Experience and sentence processing: Statistical learning and relative clause comprehension

JB Wells, MH Christiansen, DS Race, DJ Acheson… - Cognitive …, 2009 - Elsevier
Many explanations of the difficulties associated with interpreting object relative clauses
appeal to the demands that object relatives make on working memory. MacDonald and …

Statistical learning and language: An individual differences study

JB Misyak, MH Christiansen - Language Learning, 2012 - Wiley Online Library
Although statistical learning and language have been assumed to be intertwined, this
theoretical presupposition has rarely been tested empirically. The present study investigates …

The developmental trajectory of nonadjacent dependency learning

R Gómez, J Maye - Infancy, 2005 - Wiley Online Library
We investigated the developmental trajectory of nonadjacent dependency learning in an
artificial language. Infants were exposed to 1 of 2 artificial languages with utterances of the …

On-line individual differences in statistical learning predict language processing

JB Misyak, MH Christiansen, JB Tomblin - Frontiers in psychology, 2010 - frontiersin.org
Considerable individual differences in language ability exist among normally developing
children and adults. Whereas past research have attributed such differences to variations in …

Sequential expectations: The role of prediction‐based learning in language

JB Misyak, MH Christiansen… - Topics in Cognitive …, 2010 - Wiley Online Library
Prediction‐based processes appear to play an important role in language. Few studies,
however, have sought to test the relationship within individuals between prediction learning …

Similar neural correlates for language and sequential learning: Evidence from event-related brain potentials

MH Christiansen, CM Conway… - Language and cognitive …, 2012 - Taylor & Francis
We used event-related potentials (ERPs) to investigate the time course and distribution of
brain activity while adults performed (1) a sequential learning task involving complex …

Multidimensional visual statistical learning.

NB Turk-Browne, PJ Isola, BJ Scholl… - Journal of Experimental …, 2008 - psycnet.apa.org
Recent studies of visual statistical learning (VSL) have demonstrated that statistical
regularities in sequences of visual stimuli can be automatically extracted, even without intent …