Alberto Fachechi

机构：Istituto Nazionale di Alta Matematica Francesco Severi, Unitelma Sapienza University, Sapienza University of Rome · ORCID：0000-0002-8392-1678

发表论文 49 篇 · 总被引 383 次 · h-index 10

代表论文

• Regularization, early-stopping and dreaming: A Hopfield-like setup to address generalization and overfitting (2024 · Neural Networks · 被引 32)
• Outperforming RBM Feature-Extraction Capabilities by “Dreaming” Mechanism (2022 · IEEE Transactions on Neural Networks and Learning Systems · 被引 28)
• From Pavlov Conditioning to Hebb Learning (2023 · Neural Computation · 被引 17)
• A transport equation approach for deep neural networks with quenched random weights (2021 · Journal of Physics A Mathematical and Theoretical · 被引 11)
• Nonlinear PDEs approach to statistical mechanics of dense associative memories (2022 · Journal of Mathematical Physics · 被引 9)
• Quantifying heterogeneity to drug response in cancer–stroma kinetics (2023 · Proceedings of the National Academy of Sciences · 被引 8)