PHILIA-DAN: Dual Artificial Neuron Model — A Toy Model Study on SR→C Coupling Between Two Recursive Artificial Neurons

(Description) This paper presents PHILIA-DAN (Dual Artificial Neuron), a minimal toy model consisting of two PHILIA-SAN units connected by a bidirectional SR→C coupling mechanism. Building on single-neuron passive stability demonstrated in PHILIA-SAN, this study measures the effect of coupling strength (ε) on maturation acceleration, ignition step shift, and SR synchronization. Two coupling variables were tested (SR→Φ and SR→C) across four experimental conditions (2×2 design) and a precision ε sweep from 0.000 to 0.500, using real physical data from CERN dielectron (99,915 events) and ATLAS Higgs (693,636 events) datasets. Key findings: SR→Φ coupling is inactive due to S saturation. SR→C coupling produces measurable maturation acceleration (ignition step 484→247 at ε=0.500), a linear coupling response zone at ε=0.001–0.010, and full SR synchronization at ε=0.500. All results are from local hardware execution (Intel N100). This study provides a quantitative description of dual artificial neuron coupling behavior and does not claim co-evolution or homeostasis. Description, not proof. — PHILIA OS

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-31
DOI
https://doi.org/10.5281/zenodo.19343929
Primary Topic
Particle Accelerators and Free-Electron Lasers
Type
article
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article

PHILIA-DAN: Dual Artificial Neuron Model — A Toy Model Study on SR→C Coupling Between Two Recursive Artificial Neurons

두섭 신
Zenodo (CERN European Organization for Nuclear Research)
Particle Accelerators and Free-Electron Lasers
article

PHILIA-DAN: Dual Artificial Neuron Model — A Toy Model Study on SR→C Coupling Between Two Recursive Artificial Neurons

두섭 신
article en

Abstract

(Description) This paper presents PHILIA-DAN (Dual Artificial Neuron), a minimal toy model consisting of two PHILIA-SAN units connected by a bidirectional SR→C coupling mechanism. Building on single-neuron passive stability demonstrated in PHILIA-SAN, this study measures the effect of coupling strength (ε) on maturation acceleration, ignition step shift, and SR synchronization. Two coupling variables were tested (SR→Φ and SR→C) across four experimental conditions (2×2 design) and a precision ε sweep from 0.000 to 0.500, using real physical data from CERN dielectron (99,915 events) and ATLAS Higgs (693,636 events) datasets. Key findings: SR→Φ coupling is inactive due to S saturation. SR→C coupling produces measurable maturation acceleration (ignition step 484→247 at ε=0.500), a linear coupling response zone at ε=0.001–0.010, and full SR synchronization at ε=0.500. All results are from local hardware execution (Intel N100). This study provides a quantitative description of dual artificial neuron coupling behavior and does not claim co-evolution or homeostasis. Description, not proof. — PHILIA OS

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 8%
Particle Accelerators and Free-Electron Lasers
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PHILIA-DAN: Dual Artificial Neuron Model — A Toy Model Study on SR→C Coupling Between Two Recursive Artificial Neurons — 두섭 신 · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS