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Analysis of institutional authors

Nuno, Juan CarlosAuthor

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September 4, 2025
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Rule-Based Generation of de Bruijn Sequences: Memory and Learning

Publicated to: Mathematics. 13 (16): 2598- - 2025-08-14 13(16), DOI: 10.3390/math13162598

Authors:

Muñoz, FJ; Nuño, JC
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Affiliations

Univ Politecn Madrid, Dept Matemat Aplicada, Madrid 28040, Spain - Author
Univ Rey Juan Carlos, Dept Matemat Aplicada Ciencia & Ingn Mat & Tecnol, Mostoles 28933, Madrid, Spain - Author

Abstract

We investigate binary sequences generated by non-Markovian rules with memory length mu, similar to those adopted in elementary cellular automata. This generation procedure is equivalent to a shift register, and certain rules produce sequences with maximal periods, known as de Bruijn sequences. We introduce a novel methodology for generating de Bruijn sequences that combines (i) a set of derived properties that significantly reduce the space of feasible generating rules and (ii) a neural-network-based classifier that identifies which rules produce de Bruijn sequences. The experiments for some values of mu demonstrate the approach's effectiveness and computational efficiency.
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Keywords

Cellular automata with memoryDe bruijn sequencesNeural networNeural networkSequence generationShift registers

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal Mathematics due to its progression and the good impact it has achieved in recent years, according to the agency WoS (JCR), it has become a reference in its field. In the year of publication of the work, 2025, it was in position 30/492, thus managing to position itself as a Q1 (Primer Cuartil), in the category Mathematics. Notably, the journal is positioned above the 90th percentile.

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Impact and social visibility

It is essential to present evidence supporting full alignment with institutional principles and guidelines on Open Science and the Conservation and Dissemination of Intellectual Heritage. A clear example of this is:

  • The work has been submitted to a journal whose editorial policy allows open Open Access publication.
  • Assignment of a Handle/URN as an identifier within the deposit in the Institutional Repository: https://oa.upm.es/95345/

As a result of the publication of the work in the institutional repository, statistical usage data has been obtained that reflects its impact. In terms of dissemination, we can state that, as of

  • Views: 13
  • Downloads: 2
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Leadership analysis of institutional authors

There is a significant leadership presence as some of the institution’s authors appear as the first or last signer, detailed as follows: Last Author (SANZ NUÑO, JUAN CARLOS).

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