How variability shapes learning and generalization

L Raviv, G Lupyan, SC Green - Trends in cognitive sciences, 2022 - cell.com
Learning is using past experiences to inform new behaviors and actions. Because all
experiences are unique, learning always requires some generalization. An effective way of …

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 …

Triple archives particle swarm optimization

X Xia, L Gui, F Yu, H Wu, B Wei… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
There are two common challenges in particle swarm optimization (PSO) research, that is,
selecting proper exemplars and designing an efficient learning model for a particle. In this …

The Novel Object and Unusual Name (NOUN) Database: A collection of novel images for use in experimental research

JS Horst, MC Hout - Behavior research methods, 2016 - Springer
Many experimental research designs require images of novel objects. Here we introduce the
Novel Object and Unusual Name (NOUN) Database. This database contains 64 primary …

An expanded particle swarm optimization based on multi-exemplar and forgetting ability

X Xia, L Gui, G He, B Wei, Y Zhang, F Yu, H Wu… - Information …, 2020 - Elsevier
There are two phenomena in human society and biological systems. One is that people
prefer to extract knowledge from multiple exemplars to obtain better learning ability. The …

Curiosity‐based learning in infants: A neurocomputational approach

KE Twomey, G Westermann - Developmental science, 2018 - Wiley Online Library
Infants are curious learners who drive their own cognitive development by imposing
structure on their learning environment as they explore. Understanding the mechanisms by …

Coherent category training enhances generalization in prototype-based categories.

CR Bowman, D Zeithamova - Journal of Experimental Psychology …, 2023 - psycnet.apa.org
A major question for the study of learning and memory is how to tailor learning experiences
to promote knowledge that generalizes to new situations. In two experiments, we used …

Beyond the Bayley: neurocognitive assessments of development during infancy and toddlerhood

NH Brito, WP Fifer, D Amso, R Barr… - Developmental …, 2019 - Taylor & Francis
The use of global, standardized instruments is conventional among clinicians and
researchers interested in assessing neurocognitive development. Exclusively relying on …

Exemplar variability facilitates retention of word learning by children with specific language impairment

JM Aguilar, E Plante, M Sandoval - … , speech, and hearing services in schools, 2018 - ASHA
Purpose Variability in the input plays an important role in language learning. The current
study examined the role of object variability for new word learning by preschoolers with …

Two sides to every story: Children learn words better from one storybook page at a time

ZM Flack, JS Horst - Infant and Child Development, 2018 - Wiley Online Library
Two experiments tested how the number of illustrations in storybooks influences 3.5‐year‐
old children's word learning from shared reading. In Experiment 1, children encountered …