Hodgkin-Huxley

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bio

What It Is

Biophysical neuron --- action potentials with Na⁺/K⁺ channel kinetics, refractory periods

Interpretation

Standard analysis sees: heavy-tailed; right-skewed; red spectrum (low-frequency / 1-over-f power); time-irreversible (sharp rises, slow decay); low-dimensional. The atlas finds no named structure, but the source is distinctively extreme on Higher-Order Statistics:c3_energy (+5.1z) — beyond what the standard bank predicts for it.

What standard analysis sees
tail heaviness0.89
asymmetry0.94
occupancy0.40
short-range corr0.83
long-range memory0.77
spectral colour0.01
periodicity0.64
complexity0.47
time-irreversibility0.98
volatility clustering0.83
multifractality0.81
dimensionality0.13
nonstationarity0.75
What the atlas adds
Atlas-extreme metrics the standard bank can’t predict for this source
Higher-Order Statistics:c3_energy+5.1zbank-miss 1.3σ
AutoRegressive:ar_coef_9-4.2zbank-miss 1.7σ
Navier-Stokes:cascade_asymmetry+3.2zbank-miss 1.1σ
Mostow Rigidity:spectral_rigidity-2.7zbank-miss 1.7σ
AutoRegressive:ar_coef_10+2.7zbank-miss 2.2σ
AutoRegressive:ar_coef_6+2.6zbank-miss 1.3σ
Spectral Analysis:spectral_slope-2.1zbank-miss 1.4σ

Composition

dtypefloat64
range[-75.28, 33.75]
unique values16384 / 16384
mean ± std-55.9 ± 24.2

Render Gallery

Atlas Position

Nearest neighborDistance
Blood Pressure Waveform4.22cross-domain
BTC Volatility4.51cross-domain
GOES X-Ray Flux4.60cross-domain

Open in Atlas →

Which Geometries Light Up

Higher-Order StatisticsHigher-Order Statistics:c3_energyrank 5/2982.7356
LorentzianLorentzian:causal_persistencerank 4/2980.8967
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