Topological decoding of grid cell activity via path lifting to covering spaces

Yuxing Jared Yao, Iris H. R. Yoon

High-dimensional neural activity often reside in a low-dimensional subspace, referred to as neural manifolds. Grid cells in the medial entorhinal cortex provide a periodic spatial…