Topological Coherence: Rust implementation of toroidal constraints for coherent inference

Zenodo (CERN European Organization for Nuclear Research) 2026 Open access

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Authors: Sylvain Cormier
DOI: 10.5281/zenodo.18168012
Cited by: 0

Abstract

Rust implementation of topological constraints for coherent language models. Based on the paper: "Topological Constraints for Coherent Language Models" (Cormier, 2026) Features: - Tonnetz toroidal manifold geometry - ToroidalMask attention masks with locality decay - no_std compatible (WASM/blockchain ready) - 41 comprehensive tests crates.io: https://crates.io/crates/topological-coherence GitHub: https://github.com/Paraxiom/topological-coherence

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
7 January 2026