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cs.NE2023
A Hybrid System for Systematic Generalization in Simple Arithmetic Problems
Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
Solving symbolic reasoning problems that require compositionality and systematicity is considered one of the key ingredients of human intelligence. However, symbolic reasoning is s…
cs.NE2023
Investigating the generative dynamics of energy-based neural networks
Lorenzo Tausani, Alberto Testolin, Marco Zorzi
Generative neural networks can produce data samples according to the statistical properties of their training distribution. This feature can be used to test modern computational ne…