3 citations · 3 across the 2 of their papers we have counts for
2 papers
q-bio.NC2024★ 3 cited
On Conformal Isometry of Grid Cells: Learning Distance-Preserving Position Embedding
Dehong Xu, Ruiqi Gao, Wen-Hao Zhang +2
This paper investigates the conformal isometry hypothesis as a potential explanation for the hexagonal periodic patterns in grid cell response maps. We posit that grid cell activit…
q-bio.NC2023
Emergence of Grid-like Representations by Training Recurrent Networks with Conformal Normalization
Dehong Xu, Ruiqi Gao, Wen-Hao Zhang +2
Grid cells in the entorhinal cortex of mammalian brains exhibit striking hexagon grid firing patterns in their response maps as the animal (e.g., a rat) navigates in a 2D open envi…