Golden ratio organization in human EEG is associated with theta-alpha frequency convergence: a multi-dataset validation study.

Front Hum Neurosci · 2026 · PMC12996120 · PMID 41859481

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closest p · 0.0× alpha

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highly significantp < 10 −9actually significant

Per-dataset replication: The PCI-convergence association replicated across both datasets ( Table 2 ), with correlations ranging from r = 0.497 to r = 0.628, all highly significant ( p < 10 −9 ). φ-specificity parameter sweep: The correlation between generalized PCI and convergence peaked near the golden ratio.

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