How the hippocampus preserves order: the role of prediction and context

L Davachi, S DuBrow - Trends in cognitive sciences, 2015 - cell.com
Remembering the sequence of events is critical for deriving meaning from our experiences
and guiding behavior. Prior investigations into the function of the human hippocampus have …

Statistical learning of temporal community structure in the hippocampus

AC Schapiro, NB Turk‐Browne, KA Norman… - …, 2016 - Wiley Online Library
The hippocampus is involved in the learning and representation of temporal statistics, but
little is understood about the kinds of statistics it can uncover. Prior studies have tested …

Statistical learning of language: Theory, validity, and predictions of a statistical learning account of language acquisition

LC Erickson, ED Thiessen - Developmental Review, 2015 - Elsevier
Considerable research indicates that learners are sensitive to probabilistic structure in
laboratory studies of artificial language learning. However, the artificial and simplified nature …

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 …

Brain responses in humans reveal ideal observer-like sensitivity to complex acoustic patterns

N Barascud, MT Pearce, TD Griffiths… - Proceedings of the …, 2016 - National Acad Sciences
We use behavioral methods, magnetoencephalography, and functional MRI to investigate
how human listeners discover temporal patterns and statistical regularities in complex sound …

[HTML][HTML] The hippocampus supports deliberation during value-based decisions

A Bakkour, DJ Palombo, A Zylberberg, YHR Kang… - elife, 2019 - elifesciences.org
Choosing between two items involves deliberation and comparison of the features of each
item and its value. Such decisions take more time when choosing between options of similar …

[HTML][HTML] Big-loop recurrence within the hippocampal system supports integration of information across episodes

R Koster, MJ Chadwick, Y Chen, D Berron, A Banino… - Neuron, 2018 - cell.com
Recent evidence challenges the widely held view that the hippocampus is specialized for
episodic memory, by demonstrating that it also underpins the integration of information …

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

BE Sherman, KN Graves, NB Turk-Browne - Current opinion in behavioral …, 2020 - Elsevier
Highlights•Infants use statistical learning to acquire environmental structure and
regularities.•Statistical learning operates over multiple modalities and levels of …

Understanding the neural bases of implicit and statistical learning

LJ Batterink, KA Paller, PJ Reber - Topics in cognitive science, 2019 - Wiley Online Library
Both implicit learning and statistical learning focus on the ability of learners to pick up on
patterns in the environment. It has been suggested that these two lines of research may be …

Hippocampal structure predicts statistical learning and associative inference abilities during development

ML Schlichting, KF Guarino, AC Schapiro… - Journal of cognitive …, 2017 - direct.mit.edu
Despite the importance of learning and remembering across the lifespan, little is known
about how the episodic memory system develops to support the extraction of associative …