Initial organization and progressive expansion of the math-responsive brain network during the first school years

T Théo Morfoisse (Chair of Experimental Cognitive Psychology, Collège de France) S Séverine Becuwe (Cognitive NeuroImaging Unit, Commissariat à l’Energie atomique et aux énergies alternatives, INSERM, Université Paris-Sud, Université Paris-Saclay, NeuroSpin Center) M Marie Palu (Cognitive NeuroImaging Unit, Commissariat à l’Energie atomique et aux énergies alternatives, INSERM, Université Paris-Sud, Université Paris-Saclay, NeuroSpin Center) C Cassandra Potier-Watkins (Chair of Experimental Cognitive Psychology, Collège de France) G Ghislaine Dehaene-Lambertz (Cognitive Neuroimaging Unit, CNRS Equipe de recherche labellisée 9003, INSERM U1354, Commissariat à l’Energie Atomique et aux énergies alternatives, Université Paris-Saclay, NeuroSpin Center) S Stanislas Dehaene

Abstract

The neural mechanisms by which the developing brain acquires higher mathematical concepts from elementary intuitions remain poorly understood. Through a large-scale longitudinal functional MRI study of children from preschool through first and second grade, we tracked how neural responses to mathematical and nonmathematical statements change in the first 2 y of formal schooling, and we used these data to evaluate several theories of developmental change. Before school, when listening to math statements, children already engaged an adult-like cortical network, with partial specialization for geometry. Over the first 2 y of school, we observed an overall increase in math-related activation, a small recruitment of additional neural territory, reduced activation for facts that get better known, and a small overall increase in the dimensionality of representational space. fMRI responses to individual sentences suggest that these mechanisms, particularly in left inferior frontal gyrus and bilateral intraparietal sulcus, all contribute to children’s growing mastery of mathematical concepts.

Article Details

Volume / Issue Vol. 123, Issue 27
Published July 07, 2026
ISSN 0027-8424
Publisher National Academy of Sciences

Authors (6)

T

Théo Morfoisse

Chair of Experimental Cognitive Psychology, Collège de France

S

Séverine Becuwe

Cognitive NeuroImaging Unit, Commissariat à l’Energie atomique et aux énergies alternatives, INSERM, Université Paris-Sud, Université Paris-Saclay, NeuroSpin Center

M

Marie Palu

Cognitive NeuroImaging Unit, Commissariat à l’Energie atomique et aux énergies alternatives, INSERM, Université Paris-Sud, Université Paris-Saclay, NeuroSpin Center

C

Cassandra Potier-Watkins

Chair of Experimental Cognitive Psychology, Collège de France

G

Ghislaine Dehaene-Lambertz

Cognitive Neuroimaging Unit, CNRS Equipe de recherche labellisée 9003, INSERM U1354, Commissariat à l’Energie Atomique et aux énergies alternatives, Université Paris-Saclay, NeuroSpin Center

S

Stanislas Dehaene