Mirko Klukas

The paper develops a theory for spatial map fragmentation using surprisal and predicts the existence of 'doorway' cells and improved navigation through complex environments.

This paper proposes a model showing how grid cells can encode high-dimensional variables without requiring higher-dimensional grid responses.

The paper proposes a framework suggesting grid cells exist throughout the neocortex, representing object location and compositionality, and that cognitive tasks are learned in a location-based framework.