neural-avalanche-utac 1.0.0

Brain Criticality & Neuronal Avalanche Threshold — GenesisAeon Package 20

neural-avalanche-utac

GenesisAeon Package 20 (P20) — Brain Criticality & Neuronal Avalanches as UTAC System

Neuronal avalanches at criticality modelled as UTAC system.

Key result: Γ_brain ≈ 0.251 = Γ_AMOC → cross-domain universality at η = 50 %.

Installation

pip install neural-avalanche-utac

For local development:

pip install -e ".[dev]"

Quickstart

neural-utac run --duration 3600
neural-utac criticality-check
neural-utac gamma-universality

Integration in genesis-os

from genesis_os import GenesisOS
os = GenesisOS()
neural = os.load_package(20)
results = neural.run_cycle(duration_seconds=3600)

Benchmark

Validated against Hengen & Shew (2025).

Falsifiable Prediction

Any homeostatic system with 50 % efficiency setpoint converges to Γ ≈ 0.251.

Role in the GenesisAeon Ecosystem

neural-avalanche-utac is GenesisAeon Package P20 (domain: neuroscience / cortical criticality). It models neuronal avalanches at criticality as a UTAC dynamical system and contributes the Γ_brain ≈ 0.251 cross-domain universality result to the broader GenesisAeon CREP Criticality Spectrum.

Citation

DOI will be assigned automatically on first GitHub Release once Zenodo–GitHub integration is enabled for this repo. In the meantime, see CITATION.cff for the package citation and the GenesisAeon whitepaper DOI badge above.

License

MIT