spatial-cognition

Code and data for "Does Spatial Cognition Emerge in Frontier Models?"

[ACM MM 2026] Official implementation of Self in Space: Benchmarking Self-Awareness and Spatial Cognition in UAV Embodied Intelligence

TETHER enables the annotation of behavioural data encoded in Rhinoceros with video information.

Spatial Preposition Annotation Tool for Virtual Environments

A computational framework for the unification of time and place cell dynamics in hippocampal CA3.

Data and code for Beardsworth et al. (2021) Is habitat selection shaped by individual-level cognitive biases in orientation strategy? Ecology Letters

Reference Python simulation for Yıldırım & Erdeniz, 'Generative Predictive Coding of Self-Location in Space: A Computational Model of Hippocampal-Entorhinal and Temporoparietal Junction Functional Integration' (manuscript submitted for publication, 2026). Single self-contained NumPy script; reproduces all paper figures via --reproduce-paper.

Multivariate behavioural modelling (n=766) of sleep duration and digital navigation performance. R and Python pipelines for gender-stratified regression, outlier-sensitivity analysis and large-scale data filtering. (Scientific Reports, 2024)

Multiple-response function-on-function regression linking Minecraft learning-phase navigation to test-phase recall trajectories

Statistical modelling (n=822) of how digital-lifestyle factors, video gaming and GPS reliance, predict spatial navigation and wayfinding performance. Multiple linear regression pipelines in R and Python. (First-author paper, J. Environmental Psychology, 2024)

Working memory delayed match to sample experimental paradigm (2017)

Large-scale behavioural modelling (n=694) linking real-world driving milestones to digital navigation performance. R-based regression pipelines and Python visualisations for lifespan spatial cognition data. (Spatial Cognition & Computation, 2024)

Treats grocery shopping as a routing problem, sending shoppers to the cheapest nearby shops that stock their whole list (an idea from my PhD navigation research). Scrapped and rebuilt from scratch in the final 6 hours. Live demo in README. (Pop The Bubble Hackathon, 2026)