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pro vyhledávání: '"Lotito, Daniele"'
Hebbian learning theory is rooted in Pavlov's Classical Conditioning. In addition, while mathematical models of the former have been proposed and studied in the past decades, especially in spin glass theory, only recently it has been numerically show
Externí odkaz:
http://arxiv.org/abs/2405.03823
Autor:
Agliari, Elena, Alemanno, Francesco, Barra, Adriano, Castellana, Michele, Lotito, Daniele, Piel, Matthieu
Although instantaneous interactions are unphysical, a large variety of maximum entropy statistical inference methods match the model-inferred and the empirically-measured equal-time correlation functions. Focusing on collective motion of active units
Externí odkaz:
http://arxiv.org/abs/2309.01229
Autor:
Agliari, Elena, Albanese, Linda, Alemanno, Francesco, Alessandrelli, Andrea, Barra, Adriano, Giannotti, Fosca, Lotito, Daniele, Pedreschi, Dino
We consider dense, associative neural-networks trained by a teacher (i.e., with supervision) and we investigate their computational capabilities analytically, via statistical-mechanics of spin glasses, and numerically, via Monte Carlo simulations. In
Externí odkaz:
http://arxiv.org/abs/2212.00606
Autor:
Agliari, Elena, Albanese, Linda, Alemanno, Francesco, Alessandrelli, Andrea, Barra, Adriano, Giannotti, Fosca, Lotito, Daniele, Pedreschi, Dino
We consider dense, associative neural-networks trained with no supervision and we investigate their computational capabilities analytically, via a statistical-mechanics approach, and numerically, via Monte Carlo simulations. In particular, we obtain
Externí odkaz:
http://arxiv.org/abs/2211.14067
Autor:
Agliari, Elena, Albanese, Linda, Alemanno, Francesco, Alessandrelli, Andrea, Barra, Adriano, Giannotti, Fosca, Lotito, Daniele, Pedreschi, Dino
Publikováno v:
In Physica A: Statistical Mechanics and its Applications 1 October 2023 627
Akademický článek
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Autor:
Agliari, Elena, Albanese, Linda, Alemanno, Francesco, Alessandrelli, Andrea, Barra, Adriano, Giannotti, Fosca, Lotito, Daniele, Pedreschi, Dino
Publikováno v:
In Physica A: Statistical Mechanics and its Applications 15 September 2023 626