Francesco Alemanno

机构：University of Salento, Istituto Nazionale di Fisica Nucleare, Sezione di Lecce · ORCID：0000-0003-1065-2590

发表论文 55 篇 · 总被引 524 次 · h-index 12

代表论文

• Regularization, early-stopping and dreaming: A Hopfield-like setup to address generalization and overfitting (2024 · Neural Networks · 被引 32)
• Measurement of the cosmic p + He energy spectrum from 50 GeV to 0.5 PeV with the DAMPE space mission (2024 · Physical review. D/Physical review. D. · 被引 19)
• Dense Hebbian neural networks: A replica symmetric picture of supervised learning (2023 · Physica A Statistical Mechanics and its Applications · 被引 19)
• Hebbian dreaming for small datasets (2024 · Neural Networks · 被引 12)
• Dense Hebbian neural networks: A replica symmetric picture of unsupervised learning (2023 · Physica A Statistical Mechanics and its Applications · 被引 11)
• Hopfield model with planted patterns: A teacher-student self-supervised learning model (2023 · Applied Mathematics and Computation · 被引 11)