Emergent analogical reasoning in large language models

T Webb, KJ Holyoak, H Lu - Nature Human Behaviour, 2023 - nature.com
The recent advent of large language models has reinvigorated debate over whether human
cognitive capacities might emerge in such generic models given sufficient training data. Of …

Cross-cultural differences in visuo-spatial processing and the culture-fairness of visuo-spatial intelligence tests: An integrative review and a model for matrices tasks

C Gonthier - Cognitive Research: Principles and Implications, 2022 - Springer
Visuo-spatial reasoning tests, such as Raven's matrices, Cattell's culture-fair test, or various
subtests of the Wechsler scales, are frequently used to estimate intelligence scores in the …

Deep learning methods for abstract visual reasoning: A survey on raven's progressive matrices

M Małkiński, J Mańdziuk - ACM Computing Surveys, 2022 - dl.acm.org
Abstract visual reasoning (AVR) domain encompasses problems solving which requires the
ability to reason about relations among entities present in a given scene. While humans …

The role of individual differences in cognitive training and transfer

SM Jaeggi, M Buschkuehl, P Shah, J Jonides - Memory & cognition, 2014 - Springer
Working memory (WM) training has recently become a topic of intense interest and
controversy. Although several recent studies have reported near-and far-transfer effects as a …

Closed-loop slow-wave tACS improves sleep-dependent long-term memory generalization by modulating endogenous oscillations

N Ketz, AP Jones, NB Bryant, VP Clark… - Journal of …, 2018 - Soc Neuroscience
Benefits in long-term memory retention and generalization have been shown to be related to
sleep-dependent processes, which correlate with neural oscillations as measured by …

Individualized perturbation of the human connectome reveals reproducible biomarkers of network dynamics relevant to cognition

RA Ozdemir, E Tadayon, P Boucher… - Proceedings of the …, 2020 - National Acad Sciences
Large-scale brain networks are often described using resting-state functional magnetic
resonance imaging (fMRI). However, the blood oxygenation level-dependent (BOLD) signal …

Frequency-dependent enhancement of fluid intelligence induced by transcranial oscillatory potentials

E Santarnecchi, NR Polizzotto, M Godone… - Current Biology, 2013 - cell.com
Everyday problem solving requires the ability to go beyond experience by efficiently
encoding and manipulating new information, ie, fluid intelligence (Gf)[1]. Performance in …

Reasoning abilities of large language models: In-depth analysis on the abstraction and reasoning corpus

S Lee, W Sim, D Shin, W Seo, J Park, S Lee… - ACM Transactions on …, 2024 - dl.acm.org
The existing methods for evaluating the inference abilities of Large Language Models
(LLMs) have been predominantly results-centric, making it challenging to assess the …

Near transfer to an unrelated N-back task mediates the effect of N-back working memory training on matrix reasoning

A Pahor, AR Seitz, SM Jaeggi - Nature Human Behaviour, 2022 - nature.com
The extent to which working memory training improves performance on untrained tasks is
highly controversial. Here we address this controversy by testing the hypothesis that far …

Individual differences and specificity of prefrontal gamma frequency-tACS on fluid intelligence capabilities

E Santarnecchi, T Muller, S Rossi, A Sarkar… - Cortex, 2016 - Elsevier
Emerging evidence suggests that transcranial alternating current stimulation (tACS) is an
effective, frequency-specific modulator of endogenous brain oscillations, with the potential to …