Concepedia

Francesco Alemanno

FA

Statistics

Publications

15

Citations

424

H-Index

11

Active since

2020

Affiliations

University of Salento(Current)

Sapienza University of Rome

Istituto Nazionale di Fisica Nucleare, Sezione di Lecce

Istituto Nazionale di Fisica Nucleare

Istituto Nazionale di Alta Matematica Francesco Severi

Francesco Alemanno is an author at University of Salento specializing in neural networks, machine learning, and deep learning.

Publications per year

2020–2024

15

Publications

15

Measurement of the Cosmic Ray Helium Energy Spectrum from 70 GeV to 80 TeV with the DAMPE Space Mission

Francesco Alemanno, Q. An, P. Azzarello et al. · Physical Review Letters · 2021 · 157 citations · Full text

Natural Sciences, Astronomy, Physics +15

Supervised Hebbian learning

Francesco Alemanno, Miriam Aquaro, Ido Kanter et al. · Europhysics Letters (EPL) · 2022 · 45 citations · Full text

Computing, Computer Science, Complex Systems +15

Neural Networks with a Redundant Representation: Detecting the Undetectable

Elena Agliari, Francesco Alemanno, Adriano Barra et al. · Physical Review Letters · 2020 · 34 citations · Full text

Computing, Computer Science, Information Theory +14

Regularization, early-stopping and dreaming: A Hopfield-like setup to address generalization and overfitting

Elena Agliari, Francesco Alemanno, Miriam Aquaro et al. · Neural Networks · 2024 · 28 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Outperforming RBM Feature-Extraction Capabilities by “Dreaming” Mechanism

Alberto Fachechi, Adriano Barra, Elena Agliari et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 26 citations

Computing, Computer Science, Data Science +17

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