Infant statistical learning

JR Saffran, NZ Kirkham - Annual review of psychology, 2018 - annualreviews.org
Perception involves making sense of a dynamic, multimodal environment. In the absence of
mechanisms capable of exploiting the statistical patterns in the natural world, infants would …

The developing infant creates a curriculum for statistical learning

LB Smith, S Jayaraman, E Clerkin, C Yu - Trends in cognitive sciences, 2018 - cell.com
New efforts are using head cameras and eye-trackers worn by infants to capture everyday
visual environments from the point of view of the infant learner. From this vantage point, the …

Altering spatial priority maps via statistical learning of target selection and distractor filtering

O Ferrante, A Patacca, V Di Caro, C Della Libera… - Cortex, 2018 - Elsevier
The cognitive system has the capacity to learn and make use of environmental regularities–
known as statistical learning (SL), including for the implicit guidance of attention. For …

Towards a theory of individual differences in statistical learning

N Siegelman, L Bogaerts… - … Transactions of the …, 2017 - royalsocietypublishing.org
In recent years, statistical learning (SL) research has seen a growing interest in tracking
individual performance in SL tasks, mainly as a predictor of linguistic abilities. We review …

Is there such a thing as a 'good statistical learner'?

L Bogaerts, N Siegelman, MH Christiansen… - Trends in cognitive …, 2022 - cell.com
A growing body of research investigates individual differences in the learning of statistical
structure, tying them to variability in cognitive (dis) abilities. This approach views statistical …

The multi-component nature of statistical learning

J Arciuli - … Transactions of the Royal Society B: Biological …, 2017 - royalsocietypublishing.org
The central argument presented in this paper is that statistical learning (SL) is an ability
comprised of multiple components that operate largely implicitly. Components relating to the …

Statistical learning and language impairments: Toward more precise theoretical accounts

L Bogaerts, N Siegelman… - … on Psychological science, 2021 - journals.sagepub.com
Statistical-learning (SL) theory offers an experience-based account of typical and atypical
spoken and written language acquisition. Recent work has provided initial support for this …

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

ES Isbilen, MH Christiansen - Cognitive Science, 2022 - Wiley Online Library
Statistical learning is a key concept in our understanding of language acquisition. Ample
work has highlighted its role in numerous linguistic functions—yet statistical learning is not a …

Learning without trying: The clinical relevance of statistical learning

E Plante, RL Gómez - Language, speech, and hearing services in schools, 2018 - ASHA
Purpose Statistical learning research seeks to identify the means by which learners, with
little perceived effort, acquire the complexities of language. In the past 50 years, numerous …

An implicit–explicit framework for intervention methods in developmental language disorder

LS Baron, Y Arbel - American Journal of Speech-Language Pathology, 2022 - ASHA
Purpose: The growing interest in framing intervention approaches as either implicit or
explicit calls for a discussion of what makes intervention approaches engage each of these …