SYSTEM EVOLUTION PROPOSALS (rlab #199) — E8 Intelligence Research

- Add a librosa-based audio feature extraction pipeline to the swarm for processing symphonic audio into 240-bin frequency histograms. - Integrate a Gram-Schmidt projection module to map 240-bin histograms onto E8 lattice and compute nearest-root distances. - Create a swarm task template for independent replication of E8-music mapping on different symphonies to test reproducibility. - Add a data ingestion step for public fMRI/EEG datasets (OpenfMRI, PhysioNet) to test neural coherence with E8 proximity. 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
2026-08-27
DOI
https://doi.org/10.5281/zenodo.22122063
Primary Topic
Music and Audio Processing
Type
preprint
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preprint

SYSTEM EVOLUTION PROPOSALS (rlab #199) — E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Music and Audio Processing
preprint

SYSTEM EVOLUTION PROPOSALS (rlab #199) — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

- Add a librosa-based audio feature extraction pipeline to the swarm for processing symphonic audio into 240-bin frequency histograms. - Integrate a Gram-Schmidt projection module to map 240-bin histograms onto E8 lattice and compute nearest-root distances. - Create a swarm task template for independent replication of E8-music mapping on different symphonies to test reproducibility. - Add a data ingestion step for public fMRI/EEG datasets (OpenfMRI, PhysioNet) to test neural coherence with E8 proximity. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Music and Audio Processing
DOIOpen Access PDFOpenAlex
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SYSTEM EVOLUTION PROPOSALS (rlab #199) — E8 Intelligence Research — Andrew Stewart Caldin · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS