Adriano Barra | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Hebbian dreaming for small datasets	NEURAL NETWORKS	2024
Statistical mechanics of learning via reverberation in bidirectional associative memories	PHYSICA. A	2024
About the de Almeida–Thouless line in neural networks	PHYSICA. A	2024
Inverse modeling of time-delayed interactions via the dynamic-entropy formalism	PHYSICAL REVIEW. E	2024
Supervised Hebbian learning	EUROPHYSICS LETTERS	2023
From Pavlov Conditioning to Hebb Learning	NEURAL COMPUTATION	2023
Dense Hebbian neural networks: A replica symmetric picture of supervised learning	PHYSICA. A	2023
Dense Hebbian neural networks: A replica symmetric picture of unsupervised learning	PHYSICA. A	2023
Ultrametric identities in glassy models of natural evolution	JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL	2023
Parallel learning by multitasking neural networks	JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT	2023
Quantifying heterogeneity to drug response in cancer–stroma kinetics	PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA	2023
Thermodynamics of bidirectional associative memories	JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL	2023
Probing Single-Cell Fermentation Fluxes and Exchange Networks via pH-Sensing Hybrid Nanofibers	ACS NANO	2023
The emergence of a concept in shallow neural networks	NEURAL NETWORKS	2022
Outperforming RBM Feature-Extraction Capabilities by "Dreaming" Mechanism	IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS	2022
A fully automatic computational approach for precisely measuring organelle acidification	ACS APPLIED MATERIALS & INTERFACES	2022
Replica Symmetry Breaking in Dense Hebbian Neural Networks	JOURNAL OF STATISTICAL PHYSICS	2022
On the effective initialisation for restricted Boltzmann machines via duality with Hopfield model	NEURAL NETWORKS	2021
Annealing and Replica-Symmetry in Deep Boltzmann Machines	JOURNAL OF STATISTICAL PHYSICS	2020
Towards the development of human Immune System-on-a-chip platform	DRUG DISCOVERY TODAY	2019