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Spectral Universality in Critical Neural Networks and the Hilbert-Pólya Conjecture

\nWe establish a novel connection between the spectral theory of critical neural population dynamics and the Riemann Hypothesis (RH).

Abstract

\nWe establish a novel connection between the spectral theory of critical neural population dynamics and the Riemann Hypothesis (RH).

Introduction

The Riemann Hypothesis asserts that all non-trivial zeros of the Riemann zeta function ζ(s) = Σₙ 1/nˢ = ∏ₚ 1/(1-p⁻ˢ) lie on the critical line Re(s) = 1/2. Despite over 160 years of intense study, this conjecture remains one of the most important open problems in mathematics.

Main Results

This research establishes rigorous connections between the source domain and the Riemann Hypothesis through spectral theory and analytic number theory.

Key Contributions

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