Noetic Diffusion Theory: A Rhythmic, Geometric Framework for Neural State Reconstruction and Conscious Correlates

Noetic Diffusion Theory (NDT) models neural dynamics as rhythmically guided denoising on a learned manifold. We introduce the Meta–Noetic Diffusion Model (MNDM), linking neural rhythms to information geometry. To measure this, we present the Noetic Atlas and Health Index (NDHI), quantifying manifold topology and metastability. NDT yields falsifiable predictions for sleep architecture and psychiatric disorders, providing a geometry-first framework that complements predictive coding and establishes specific geometric signatures for clinical analysis and "geometric pharmacology".

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-04
DOI
https://doi.org/10.5281/zenodo.18144099
Primary Topic
Topological and Geometric Data Analysis
Type
article
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article

Noetic Diffusion Theory: A Rhythmic, Geometric Framework for Neural State Reconstruction and Conscious Correlates

Robin Langell
Zenodo (CERN European Organization for Nuclear Research)
Topological and Geometric Data Analysis
article

Noetic Diffusion Theory: A Rhythmic, Geometric Framework for Neural State Reconstruction and Conscious Correlates

Robin Langell
article en

Abstract

Noetic Diffusion Theory (NDT) models neural dynamics as rhythmically guided denoising on a learned manifold. We introduce the Meta–Noetic Diffusion Model (MNDM), linking neural rhythms to information geometry. To measure this, we present the Noetic Atlas and Health Index (NDHI), quantifying manifold topology and metastability. NDT yields falsifiable predictions for sleep architecture and psychiatric disorders, providing a geometry-first framework that complements predictive coding and establishes specific geometric signatures for clinical analysis and "geometric pharmacology".

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 96%
Topological and Geometric Data Analysis
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Noetic Diffusion Theory: A Rhythmic, Geometric Framework for Neural State Reconstruction and Conscious Correlates — Robin Langell · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS