Concepedia

Francesco Alemanno

FA

13

Publications

379

Citations

11

H-Index

2020

Active since

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 engineering, computer science, and machine learning.

Top concepts

EngineeringDeep LearningComputer ScienceMachine LearningPattern RecognitionPhysicsData ScienceSupervised LearningArtificial IntelligenceComputational Neuroscience

Publications per year

2020–2024

13

Publications

13

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 · 149 citations · Full text

Supervised Hebbian learning

Francesco Alemanno, Miriam Aquaro, Ido Kanter et al. · Europhysics Letters (EPL) · 2022 · 41 citations · Full text

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

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 · 25 citations

Engineering, Machine Learning, Feature Detection +19

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 · 21 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

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