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Other literature type . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Other literature type . 2025
License: CC BY
Data sources: Datacite
ZENODO
Other literature type . 2025
License: CC BY
Data sources: Datacite
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The Perez Hourglass Fractal Enables the First Provably Perfect Associative Memory and a New Primitive for Post-Quantum Cryptography

Authors: Perez, Jean claude;

The Perez Hourglass Fractal Enables the First Provably Perfect Associative Memory and a New Primitive for Post-Quantum Cryptography

Abstract

The Perez Hourglass Fractal Enables the First Provably Perfect Associative Memory and a New Primitive for Post-Quantum Cryptography "PHAM (Perez Hourglass Associative Memory) is the first known explicit construction of a deterministic, minimal, and perfect associative memory of infinite capacity based solely on integers and the golden ratio." Jean-Claude PerezPhD Mathematics & Computer Science, Bordeaux UniversityRetired IBM Artificial Intelligence European Research Centre, MontpellierLuc Montagnier Foundationjeanclaudeperez2@gmail.com (mailto:jeanclaudeperez2@gmail.com) Abstract We prove that the golden-ratio-tuned fractal structure discovered by J.-C. Perez in the centred Pascal triangle (the Perez Hourglass) yields an infinite family of strictly unique numerical identifiers with left-right symmetry. This mathematical object directly realises the first associative memory in history that simultaneously offers infinite capacity, exact O(1) retrieval, and perfect robustness to massive noise/corruption of the cue (>40 % bit flips). We present the complete storage/retrieval algorithms, the φ-descent convergence theorem, and exhaustive comparisons with classical and modern Hopfield networks, Willshaw models, Kanerva Sparse Distributed Memory, and Transformer-style dense associative memories. Finally, we introduce two immediate cryptographic primitives that are information-theoretically secure and resistant to quantum attacks: the Hourglass One-Time Pad and the Hourglass Diffie–Hellman key exchange.

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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
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