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A. Tonda

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Book Open access Jul 2026

An Initial Investigation on the Generation of Logic Gate Networks using Cartesian Genetic Programming

An initial investigation on whether Cartesian Genetic Programming (CGP) can be turned into a practical, gradient-free framework for evolving layered LGNs for image classification by providing a concrete indication that non-trivial logical classifiers can be obtained without back-propagation, Graphics Processing Units (...

Francesco Lubrano, Emanuel Messetti, A. Scionti et al. · 0 citations
Jul 2026

Semantic Space Search Trajectory Networks

The results show that semantic space STNs capture functional training dynamics arising from the interaction between learning algorithms and data, providing a tool for analyzing and comparing learning dynamics across machine learning models and training regimes.

Julian Agudelo, A. Tonda, Gabriela Ochoa et al. · 0 citations

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