Topographic constraints drive the emergence of grid-cell center-surround connectivity in path-integrating networks

This repository is the codebase for "Topographic constraints drive the emergence of grid-cell center-surround connectivity in path-integrating networks".

Original RNN code based on https://github.com/ganguli-lab/grid-pattern-formation.

Run python train.py --config config.yaml to replicate the baseline results from the original paper. Basline config lies in configs/replicate_baseline.yaml