Nicolai Waniek

Grid Codes versus Multi-Scale, Multi-Field Place Codes for Space

This paper compares multi-scale, multi-field place codes with grid codes in simulations, finding grid codes outperform in decoding accuracy but are less robust to noise and lesions.

Transition scale-spaces: A computational theory for the discretized entorhinal cortex

The paper introduces a computational theory for the entorhinal cortex using scale-spaces to model transitions in spatiotemporal sequences, showing applications in navigation and neural coding.

Multi-Transition Systems: A theory for neural spatial navigation

This paper proposes a theory for neural spatial navigation using multi-transition systems, showing that hexagonal transition encoders are optimal for encoding transitions in Euclidean space.