Towards a rational constructivist theory of cognitive development.

F Xu - Psychological review, 2019 - psycnet.apa.org
This article provides a synthesis and overview of a theory of cognitive development, rational
constructivism. The basic tenets of this view are as follows:(a) Initial state: Human infants …

Emergence of relational reasoning

KJ Holyoak, H Lu - Current Opinion in Behavioral Sciences, 2021 - Elsevier
Highlights• Relational reasoning underlies a myriad uniquely human abilities.• Multiple
cognitive and neural systems underlie abilities to perceive and reason about relations.• …

Learning same and different relations: cross-species comparisons

D Gentner, R Shao, N Simms, S Hespos - Current Opinion in Behavioral …, 2021 - Elsevier
Highlights•Animal research on sameness shows a gradient of difficulty across tasks.•The
same gradient appears in human ontogeny.•Analogical comparison is critical to relational …

Context shapes early diversity in abstract thought

A Carstensen, J Zhang, GD Heyman… - Proceedings of the …, 2019 - National Acad Sciences
Early abstract reasoning has typically been characterized by a “relational shift,” in which
children initially focus on object features but increasingly come to interpret similarity in terms …

Parental guidance fosters hands-on learning by infants in culturally different ways.

S Wang - Developmental Psychology, 2024 - psycnet.apa.org
The present research examined cultural patterns of parental guidance for infants as they
learned about a new physical rule with hands-on experience. Nine-month-olds participated …

Preschoolers and adults learn from novel metaphors

R Zhu, A Gopnik - Psychological Science, 2023 - journals.sagepub.com
Although adults use metaphors to guide their thinking and reasoning, less is known about
whether metaphors might facilitate cognition earlier in development. Previous research …

Deep neural networks can learn generalizable same-different visual relations

AR Tartaglini, S Feucht, MA Lepori, WK Vong… - arXiv preprint arXiv …, 2023 - arxiv.org
Although deep neural networks can achieve human-level performance on many object
recognition benchmarks, prior work suggests that these same models fail to learn simple …

Human inspired progressive alignment and comparative learning for grounded word acquisition

Y Bao, BM Lattimer, J Chai - arXiv preprint arXiv:2307.02615, 2023 - arxiv.org
Human language acquisition is an efficient, supervised, and continual process. In this work,
we took inspiration from how human babies acquire their first language, and developed a …

The perception of similarity, difference and opposition

I Bianchi, R Burro - Journal of Intelligence, 2023 - mdpi.com
After considering the pervasiveness of same/different relationships in Psychology and the
experimental evidence of their perceptual foundation in Psychophysics and Infant and …

Relational reasoning and generalization using nonsymbolic neural networks.

A Geiger, A Carstensen, MC Frank, C Potts - Psychological Review, 2023 - psycnet.apa.org
The notion of equality (identity) is simple and ubiquitous, making it a key case study for
broader questions about the representations supporting abstract relational reasoning …