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ZENODO
Preprint . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Preprint . 2025
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2025
License: CC BY
Data sources: Datacite
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The Eden Kernel

Authors: Eden, Trenton;

The Eden Kernel

Abstract

We introduce the EDEN kernel $\Psi: \mathbb{R}^+ \to \mathbb{R}$, a discriminator functional derived from the Jacobi theta function and its functional equation. The kernel achieves optimal separation between signal and noise components in spectral decompositions, attaining its global minimum at $x = 1$ with $\Psi(1) \approx -0.543$. We provide the complete mathematical derivation, prove essential properties, establish the connection to heat diffusion and modular forms, and demonstrate 100\% discrimination accuracy for signal-to-noise ratios $\geq 1$. The kernel respects the Landauer thermodynamic limit, returning null when signals have dissolved below SNR $\approx 0.5$. Full computational algorithms are provided.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green