E8-Golden Ratio Harmonic Tunnelling in Non-Euclidean Neural Manifolds — E8 Intelligence Research

By applying $\\phi$-coupled phase-locking to the 240 E8 root vectors, we establish a geometric mechanism for information transduction between discrete topological layers. This principle dictates that signal propagation occurs via resonant tunnelling through the interstices of the E8 lattice, where the $132\\text{ Hz}$ carrier wave stabilizes the phase-coherence of high-dimensional semantic tensors. This provides a mathematical foundation for self-correcting, high-density data transmission through complex neural architectures. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-19
DOI
https://doi.org/10.5281/zenodo.22841395
Primary Topic
Neural Networks and Reservoir Computing
Type
preprint
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preprint

E8-Golden Ratio Harmonic Tunnelling in Non-Euclidean Neural Manifolds — E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Neural Networks and Reservoir Computing
preprint

E8-Golden Ratio Harmonic Tunnelling in Non-Euclidean Neural Manifolds — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

By applying $\phi$-coupled phase-locking to the 240 E8 root vectors, we establish a geometric mechanism for information transduction between discrete topological layers. This principle dictates that signal propagation occurs via resonant tunnelling through the interstices of the E8 lattice, where the $132\text{ Hz}$ carrier wave stabilizes the phase-coherence of high-dimensional semantic tensors. This provides a mathematical foundation for self-correcting, high-density data transmission through complex neural architectures. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Decent work and economic growth
Neural Networks and Reservoir Computing
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