Automatic Extraction of Meaning From Visual Number Symbols Detected by Frequency-Tagged EEG in Children

Acquiring robust semantic representations of numbers is crucial for math achievement. However, the learning stage where magnitude becomes automatically elicited by number symbols (i.e., digits from 1 to 9) remains unknown due to the difficulty to measure automatic semantic processing. We used a frequency-tagging EEG paradigm targeting automatic magnitude processing in children (N = 33, 5-10-year-old, predominantly of White or Mixed ethnicity). A stream of digits (1-9) was presented at 10 Hz with small digits as standards, and large digits as deviants at 1.25 Hz (and the reverse). Frequency-tagged responses to the deviants show that magnitude is a salient semantic feature associated with digits in long-term memory. Automatic access to magnitude can be measured with EEG in children at the end of preschool.

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Publication Details

Journal
Child Development
Published
2025-06-28
DOI
https://doi.org/10.1111/cdev.70002
Primary Topic
Cognitive and developmental aspects of mathematical skills
Type
article
Field-Weighted Citation Impact
0.00

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article

Automatic Extraction of Meaning From Visual Number Symbols Detected by Frequency-Tagged EEG in Children

Christine Schiltz, Amandine Van Rinsveld
Child Development
Cognitive and developmental aspects of mathematical skills
article

Automatic Extraction of Meaning From Visual Number Symbols Detected by Frequency-Tagged EEG in Children

Christine Schiltz, Amandine Van Rinsveld
article en

Abstract

Acquiring robust semantic representations of numbers is crucial for math achievement. However, the learning stage where magnitude becomes automatically elicited by number symbols (i.e., digits from 1 to 9) remains unknown due to the difficulty to measure automatic semantic processing. We used a frequency-tagging EEG paradigm targeting automatic magnitude processing in children (N = 33, 5-10-year-old, predominantly of White or Mixed ethnicity). A stream of digits (1-9) was presented at 10 Hz with small digits as standards, and large digits as deviants at 1.25 Hz (and the reverse). Frequency-tagged responses to the deviants show that magnitude is a salient semantic feature associated with digits in long-term memory. Automatic access to magnitude can be measured with EEG in children at the end of preschool.

Child DevelopmentVol. 96(5)
Université Libre de Bruxelles (BE), Fund for Scientific Research (BE), University of Luxembourg (LU), Leefmilieu Brussel (BE)
European Commission, Fonds De La Recherche Scientifique - FNRS, H2020 Marie Skłodowska-Curie Actions
Quality Education
Openalex Percentile: Top 85%
Cognitive and developmental aspects of mathematical skills
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Automatic Extraction of Meaning From Visual Number Symbols Detected by Frequency-Tagged EEG in Children — Christine Schiltz, Amandine Van Rinsveld · Child Development (2025) | TGRS Research Map | TGRS