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Neural Networks : the Official Journal of the International Neural Network Society|August 3, 2020
Two-hidden-layer feed-forward networks are universal approximators: A constructive approachEduardo Paluzo-Hidalgo, Rocio Gonzalez-Diaz, Miguel A Gutiérrez-Naranjo
Journal of Imaging|September 26, 2021
Optimizing the Simplicial-Map Neural Network ArchitectureEduardo Paluzo-Hidalgo, Rocio Gonzalez-Diaz, Miguel A Gutiérrez-Naranjo, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence|August 30, 2023
A Survey of Vectorization Methods in Topological Data AnalysisDashti Ali, Aras Asaad, Maria-Jose Jimenez, et al.
Open Research Europe|September 23, 2024
An in-depth analysis of data reduction methods for sustainable deep learningJavier Perera-Lago, Victor Toscano-Duran, Eduardo Paluzo-Hidalgo, et al.
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