How does the brain learn environmental structure? Ten core principles for understanding the neurocognitive mechanisms of statistical learning

CM Conway - Neuroscience & Biobehavioral Reviews, 2020 - Elsevier
Despite a growing body of research devoted to the study of how humans encode
environmental patterns, there is still no clear consensus about the nature of the …

Domain generality versus modality specificity: The paradox of statistical learning

R Frost, BC Armstrong, N Siegelman… - Trends in cognitive …, 2015 - cell.com
Statistical learning (SL) is typically considered to be a domain-general mechanism by which
cognitive systems discover the underlying distributional properties of the input. However …

Understanding perception of algorithmic decisions: Fairness, trust, and emotion in response to algorithmic management

MK Lee - Big Data & Society, 2018 - journals.sagepub.com
Algorithms increasingly make managerial decisions that people used to make. Perceptions
of algorithms, regardless of the algorithms' actual performance, can significantly influence …

Shuffle and learn: unsupervised learning using temporal order verification

I Misra, CL Zitnick, M Hebert - … , The Netherlands, October 11–14, 2016 …, 2016 - Springer
In this paper, we present an approach for learning a visual representation from the raw
spatiotemporal signals in videos. Our representation is learned without supervision from …

Essentials of a theory of language cognition

NC Ellis - The Modern Language Journal, 2019 - Wiley Online Library
Cognition is not just 'in the head'; it extends well beyond the skull and the skin. Non‐
Cartesian Cognitive Science views cognition as being embodied, environmentally …

Updates in human-ai teams: Understanding and addressing the performance/compatibility tradeoff

G Bansal, B Nushi, E Kamar, DS Weld… - Proceedings of the AAAI …, 2019 - aaai.org
AI systems are being deployed to support human decision making in high-stakes domains
such as healthcare and criminal justice. In many cases, the human and AI form a team, in …

A map of abstract relational knowledge in the human hippocampal–entorhinal cortex

MM Garvert, RJ Dolan, TEJ Behrens - elife, 2017 - elifesciences.org
The hippocampal–entorhinal system encodes a map of space that guides spatial navigation.
Goal-directed behaviour outside of spatial navigation similarly requires a representation of …

[HTML][HTML] Worry, risk perception, and controllability predict intentions toward COVID-19 preventive behaviors

A Sobkow, T Zaleskiewicz, D Petrova… - Frontiers in …, 2020 - frontiersin.org
The ongoing pandemic of COVID-19 has already had serious worldwide health, socio-
economic, political, and educational consequences. In the present study, we investigated …

Implicit and explicit language learning: Their dynamic interface and complexity

NC Ellis - Implicit and explicit learning of languages, 2015 - jbe-platform.com
Learning symbols and their arrangement in language involves learning associations across
and within modalities. Research on implicit learning and chunking within modalities (eg NC …

Memory reconsolidation, emotional arousal, and the process of change in psychotherapy: New insights from brain science

RD Lane, L Ryan, L Nadel… - Behavioral and brain …, 2015 - cambridge.org
Since Freud, clinicians have understood that disturbing memories contribute to
psychopathology and that new emotional experiences contribute to therapeutic change. Yet …