Living off the grid: Spatial representations show systematic non-Euclidean distortions regardless of their age and how measured

Spatial memory is key for our ability to live independent lives (e.g., patients with Alzheimer's disease lose independence, partially due to disorientation in familiar environments). Typical laboratory-based measures of spatial memory use novel environments that may differ in complexity vs. real-world environments (e.g., size, layout, number of landmarks, duration of exploration, personal relevance). We leveraged breakthroughs in technology to study spatial memory across several tasks and temporal scales, from a novel environment navigated over the course of several minutes to a university campus (e.g., months to years) to hometowns (e.g., years to decades). We observed consistent evidence for systematic distortions in spatial memory, which supports the hypothesis that spatial memory is supported by a cognitive graph, thus posing an important challenge to the extremely influential Euclidean, "cognitive map" hypothesis that was awarded a Nobel Prize in 2014.

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Publication Details

Journal
bioRxiv (Cold Spring Harbor Laboratory)
Published
2026-02-11
DOI
https://doi.org/10.64898/2026.02.10.705053
Primary Topic
Spatial Cognition and Navigation
Type
article
Field-Weighted Citation Impact
0.00

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article

Living off the grid: Spatial representations show systematic non-Euclidean distortions regardless of their age and how measured

Arne D. Ekstrom, Derek J. Huffman, Nikhil Jaha
bioRxiv (Cold Spring Harbor Laboratory)
Spatial Cognition and Navigation
article

Living off the grid: Spatial representations show systematic non-Euclidean distortions regardless of their age and how measured

Arne D. Ekstrom, Derek J. Huffman, Nikhil Jaha
article en

Abstract

Spatial memory is key for our ability to live independent lives (e.g., patients with Alzheimer's disease lose independence, partially due to disorientation in familiar environments). Typical laboratory-based measures of spatial memory use novel environments that may differ in complexity vs. real-world environments (e.g., size, layout, number of landmarks, duration of exploration, personal relevance). We leveraged breakthroughs in technology to study spatial memory across several tasks and temporal scales, from a novel environment navigated over the course of several minutes to a university campus (e.g., months to years) to hometowns (e.g., years to decades). We observed consistent evidence for systematic distortions in spatial memory, which supports the hypothesis that spatial memory is supported by a cognitive graph, thus posing an important challenge to the extremely influential Euclidean, "cognitive map" hypothesis that was awarded a Nobel Prize in 2014.

bioRxiv (Cold Spring Harbor Laboratory)
University of Arizona (US), Colby College (US), University of California, Davis (US)
National Science Foundation, Colby College, National Institutes of Health, National Institute of Mental Health, Division of Behavioral and Cognitive Sciences
Openalex Percentile: Top 58%
Spatial Cognition and Navigation
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Living off the grid: Spatial representations show systematic non-Euclidean distortions regardless of their age and how measured — Arne D. Ekstrom, Derek J. Huffman, et al. · bioRxiv (Cold Spring Harbor Laboratory) (2026) | TGRS Research Map | TGRS