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pro vyhledávání: '"Gershenson P"'
Autor:
García-Rodríguez, Alberto, Núñez, Matias, Pérez, Miguel Robles, Govezensky, Tzipe, Barrio, Rafael A., Gershenson, Carlos, Kaski, Kimmo K., Tagüeña, Julia
The United Nations 2030 Agenda for Sustainable Development outlines 17 goals to address global challenges. However, progress has been slower than expected and, consequently, there is a need to investigate the reasons behind this fact. In this study,
Externí odkaz:
http://arxiv.org/abs/2409.12427
In recent years, several models using Quaternion-Valued Convolutional Neural Networks (QCNNs) for different problems have been proposed. Although the definition of the quaternion convolution layer is the same, there are different adaptations of other
Externí odkaz:
http://arxiv.org/abs/2409.00140
A major challenge when describing the origin of life is to explain "how instructional information control systems emerge naturally and spontaneously from mere molecular dynamics". So far, no one has clarified how information control emerged ab initio
Externí odkaz:
http://arxiv.org/abs/2404.04374
The performance of various superconducting devices operating at ultra-low temperatures is impaired by the presence of non-equilibrium quasiparticles. Inelastic quasiparticle (QP) tunneling across Josephson junctions in superconducting qubits results
Externí odkaz:
http://arxiv.org/abs/2309.02655
Since their first applications, Convolutional Neural Networks (CNNs) have solved problems that have advanced the state-of-the-art in several domains. CNNs represent information using real numbers. Despite encouraging results, theoretical analysis sho
Externí odkaz:
http://arxiv.org/abs/2307.08663
A recent increase in data availability has allowed the possibility to perform different statistical linguistic studies. Here we use the Google Books Ngram dataset to analyze word flow among English, French, German, Italian, and Spanish. We study what
Externí odkaz:
http://arxiv.org/abs/2301.06985
Most models of complex systems have been homogeneous, i.e., all elements have the same properties (spatial, temporal, structural, functional). However, most natural systems are heterogeneous: few elements are more relevant, larger, stronger, or faste
Externí odkaz:
http://arxiv.org/abs/2209.07505
Autor:
Sánchez-Puig, Fernanda, Lozano-Aranda, Rogelio, Pérez-Méndez, Dante, Colman, Ewan, Morales-Guzmán, Alfredo J., Pineda, Carlos, Torres, Pedro Juan Rivera, Gershenson, Carlos
Statistical linguistics has advanced considerably in recent decades as data has become available. This has allowed researchers to study how statistical properties of languages change over time. In this work, we use data from Twitter to explore Englis
Externí odkaz:
http://arxiv.org/abs/2207.00709
Autor:
Sánchez-Puig, Fernanda, Zapata, Octavio, Pineda, Omar K., Iñiguez, Gerardo, Gershenson, Carlos
Publikováno v:
Frontiers in Complex Systems 1, 1111486 (2023)
Criticality has been proposed as a mechanism for the emergence of complexity, life, and computation, as it exhibits a balance between robustness and adaptability. In classic models of complex systems where structure and dynamics are considered homoge
Externí odkaz:
http://arxiv.org/abs/2208.06439
Genetic algorithms have been used in recent decades to solve a broad variety of search problems. These algorithms simulate natural selection to explore a parameter space in search of solutions for a broad variety of problems. In this paper, we explor
Externí odkaz:
http://arxiv.org/abs/2203.13194