NeuroHex: Brain-Inspired Hexagonal Coordinate System for AI
NeuroHex is a hexagonal coordinate framework modeled after the brain's grid cells, aimed at creating highly effective world models for adaptive AI online. It employs a cubic isometric hexagonal design featuring complete 60° rotational symmetry, facilitating cost-effective calculations for translation, rotation, and distance. The system incorporates ring indexing, quantized angular encoding, and a structured library of geometric shape primitives to enhance point-in-shape evaluations and spatial matching. Additionally, a tool named OSM2Hex transforms OpenStreetMap data into the NeuroHex coordinate framework for practical applications.
Key facts
- NeuroHex is brain-inspired by hexadirectional firing of grid cells.
- Uses cubic isometric hexagonal coordinate formulation.
- Provides full 60° rotational symmetry.
- Low-cost translation, rotation, and distance computation.
- Includes ring indexing and quantized angular encoding.
- Hierarchical library of geometric shape primitives.
- OSM2Hex tool converts OpenStreetMap data to NeuroHex.
- Designed for online adaptive AI systems.
Entities
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