Francesco Alemanno

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 10

Top Topics

Top Venues

Neural Networks

IEEE Trans. Neural Networks Learn. Syst.

Appl. Math. Comput.

Publications

Elena Agliari, Francesco Alemanno, Miriam Aquaro, Adriano Barra, Fabrizio Durante, Ido Kanter
Hebbian dreaming for small datasets. Neural Networks 173 (2024)
Elena Agliari, Francesco Alemanno, Miriam Aquaro, Alberto Fachechi
Regularization, early-stopping and dreaming: A Hopfield-like setup to address generalization and overfitting. Neural Networks 177 (2024)
Alberto Fachechi, Adriano Barra, Elena Agliari, Francesco Alemanno
Outperforming RBM Feature-Extraction Capabilities by "Dreaming" Mechanism. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Elena Agliari, Miriam Aquaro, Francesco Alemanno, Alberto Fachechi
Regularization, early-stopping and dreaming: a Hopfield-like setup to address generalization and overfitting. CoRR (2023)
Francesco Alemanno, Luca Camanzi, Gianluca Manzan, Daniele Tantari
Hopfield model with planted patterns: a teacher-student self-supervised learning model. CoRR (2023)
Francesco Alemanno, Luca Camanzi, Gianluca Manzan, Daniele Tantari
Hopfield model with planted patterns: A teacher-student self-supervised learning model. Appl. Math. Comput. 458 (2023)
Francesco Alemanno, Miriam Aquaro, Ido Kanter, Adriano Barra, Elena Agliari
Supervised Hebbian learning: toward eXplainable AI. CoRR (2022)
Elena Agliari, Francesco Alemanno, Adriano Barra, Giordano De Marzo
The emergence of a concept in shallow neural networks. Neural Networks 148 (2022)
Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi
Generalized Guerra's interpolation schemes for dense associative neural networks. Neural Networks 128 (2020)
Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi
Dreaming neural networks: rigorous results. CoRR (2018)