Toroidal topology of grid-cell activity precedes spatial navigation during development

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Authors: Matteo Guardamagna, Erik Hermansen, Jordan Carpenter, Christine M. Lykken, Benjamin Adric Dunn, Edvard Ingjald Moser, May‐Britt Moser
Cited by: 1
References: 72

Abstract

Abstract The medial entorhinal cortex (MEC) is a central component of the mammalian navigation system 1–5 , in which spatially and directionally tuned neurons, including grid cells and head-direction cells, encode an animal’s position and orientation 6–8 . These cells form internal maps with periodic topologies: head-direction cells traverse ring-like manifolds 9,10 , while grid cells are organized on toroidal manifolds 11 . The persistence of these topologies across behavioral states and environments 11,12 raises the possibility that they arise intrinsically from network architecture rather than through sensory experience 4,5,13–17 . Consistent with this view, observations in juvenile rats have shown that rudimentary spatial tuning appears in place cells, head direction cells and grid cells almost as soon as pups begin to explore their surroundings at 2-3 weeks of age 18–20 . However, it remains unclear whether spatial experience is required for the initial emergence of positional tuning and for the organization of tuned cells into periodic maps. Here we show, using large-scale ensemble recordings in rat pups, that toroidal manifolds emerge in MEC subnetworks as early as postnatal day 10 (P10), preceding eye and ear opening, upright posture, quadrupedal gait, and active exploration 21,22 . These toroidal networks were modular from the beginning, with increasing differentiation of their dynamics appearing on P11–12. The onset of toroidal topology coincided with a transition in MEC network activity characterized by desynchronization and increased inhibitory connectivity, a developmental shift observed broadly across cortical regions at this age 23,24 . In contrast, ring-like manifolds were already detectable by P9, with traces of directional tuning appearing in individual cells at P8 — consistent with an earlier maturation of subcortical circuitry 25 . As pups subsequently began to explore the environment around P15–16, these internally generated maps progressively aligned with external landmarks, culminating in stable, periodic firing fields by three weeks of age. Taken together, these findings identify ring-like and toroidal manifolds as instinctive computational motifs of the developing brain. Their early emergence, preceding major sensory input and navigation, supports the view that spatial representations are preconfigured and later anchored to the external world through experience-dependent plasticity.

Fields of Study & Subjects

Memory and Neural Mechanisms Axon Guidance and Neuronal Signaling Neuroscience and Neuropharmacology Research

Publication details

Journal / source
bioRxiv (Cold Spring Harbor Laboratory)
Publisher
openRxiv
Publication date
11 March 2026
Document type
Preprint