166 citations · 2.1k across the 99 of their papers we have counts for
103 papers
Closing the Loop: How Semantic Closure Enables Open-Ended Evolution?
Amahury J. López-Díaz, Carlos Gershenson
This manuscript explores the evolutionary emergence of semantic closure -- the self-referential mechanism through which symbols actively construct and interpret their own functiona…
Quaternion Convolutional Neural Networks: Current Advances and Future Directions
Gerardo Altamirano-Gomez, Carlos Gershenson
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 usi…
Statistical analysis of word flow among five Indo-European languages
Josué Ely Molina, Jorge Flores, Carlos Gershenson +1
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 f…
Temporal, structural, and functional heterogeneities extend criticality and antifragility in random Boolean networks
Amahury Jafet López-Díaz, Fernanda Sánchez-Puig, Carlos Gershenson
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 het…
Heterogeneity extends criticality
Fernanda Sánchez-Puig, Octavio Zapata, Omar K. Pineda +2
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…
Language statistics at different spatial, temporal, and grammatical scales
Fernanda Sánchez-Puig, Rogelio Lozano-Aranda, Dante Pérez-Méndez +5
Statistical linguistics has advanced considerably in recent decades as data has become available. This has allowed researchers to study how statistical properties of languages chan…