Alberto Fachechi

13 papers C 1Journal 12

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	A spectral approach to Hebbian-like neural networks. Appl. Math. Comput. Elena Agliari, Alberto Fachechi, Domenico Luongo
2024	J	`jnl`	Fundamental operating regimes, hyper-parameter fine-tuning and glassiness: towards an interpretable replica-theory for trained restricted Boltzmann machines. CoRR Alberto Fachechi, Elena Agliari, Miriam Aquaro, Anthony Coolen, Menno Mulder
2024	J	`jnl`	Outperforming RBM Feature-Extraction Capabilities by "Dreaming" Mechanism. IEEE Trans. Neural Networks Learn. Syst. Alberto Fachechi, Adriano Barra, Elena Agliari, Francesco Alemanno
2024	J	`jnl`	Regularization, early-stopping and dreaming: A Hopfield-like setup to address generalization and overfitting. Neural Networks Elena Agliari, Francesco Alemanno, Miriam Aquaro, Alberto Fachechi
2023	J	`jnl`	From Pavlov Conditioning to Hebb Learning. Neural Comput. Elena Agliari, Miriam Aquaro, Adriano Barra, Alberto Fachechi, Chiara Marullo
2023	J	`jnl`	Regularization, early-stopping and dreaming: a Hopfield-like setup to address generalization and overfitting. CoRR Elena Agliari, Miriam Aquaro, Francesco Alemanno, Alberto Fachechi
2020	J	`jnl`	Generalized Guerra's interpolation schemes for dense associative neural networks. Neural Networks Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi
2019	J	`jnl`	Dreaming neural networks: Forgetting spurious memories and reinforcing pure ones. Neural Networks Alberto Fachechi, Elena Agliari, Adriano Barra
2018	J	`jnl`	A new mechanical approach to handle generalized Hopfield neural networks. Neural Networks Adriano Barra, Matteo Beccaria, Alberto Fachechi
2018	J	`jnl`	A relativistic extension of Hopfield neural networks via the mechanical analogy. CoRR Adriano Barra, Matteo Beccaria, Alberto Fachechi
2018	J	`jnl`	Dreaming neural networks: forgetting spurious memories and reinforcing pure ones. CoRR Alberto Fachechi, Elena Agliari, Adriano Barra
2018	J	`jnl`	Dreaming neural networks: rigorous results. CoRR Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi
2017	C	`conf`	Probing Complexity with Epidemics: A New Reactive Immunization Strategy. COMPLEXIS E. Alfinito, Matteo Beccaria, Alberto Fachechi, G. Macorini