MARULLO, CHIARA
MARULLO, CHIARA
Istituto di Calcolo e Reti ad Alte Prestazioni - ICAR - Sede Secondaria Napoli
Exploring research trends in modern machine learning through a statistical mechanics lens: an Ising-inspired modeling perspective
2024 Marullo, Chiara; Buonaiuto, Giuseppe; Ciani, Daniele; Gargiulo, Francesco; Esposito, Massimo
Learning in Associative Networks Through Pavlovian Dynamics
2024 Lotito, Daniele; Aquaro, Miriam; Marullo, Chiara
Statistical mechanics of deep learning
2024 Behrens, Freya; Mainali, Nischal; Marullo, Chiara; Lee, Sebastian; Sorscher, Ben; Sompolinsky, Haim
From Pavlov Conditioning to Hebb Learning
2023 Agliari, Elena; Aquaro, Miriam; Barra, Adriano; Fachechi, Alberto; Marullo, Chiara
Neuronal models of TDP-43 proteinopathy display reduced axonal translation, increased oxidative stress, and defective exocytosis
2023 Pisciottani, Alessandra; Croci, Laura; Lauria, Fabio; Marullo, Chiara; Savino, Elisa; Ambrosi, Alessandro; Podini, Paola; Marchioretto, Marta; Casoni, Filippo; Cremona, Ottavio; Taverna, Stefano; Quattrini, Angelo; Cioni, Jean-Michel; Viero, Gabriella; Codazzi, Franca; Consalez, G. Giacomo
On the Thermodynamics of Particles Obeying Monotone Statistics
2023 Ciolli, F.; Fidaleo, F.; Marullo, C.
Nonlinear PDEs approach to statistical mechanics of dense associative memories
2022 Agliari, E.; Fachechi, A.; Marullo, C.
Storing, learning and retrieving biased patterns
2022 Agliari, Elena; Leonelli, Francesca Elisa; Marullo, Chiara
Boltzmann Machines as Generalized Hopfield Networks: A Review of Recent Results and Outlooks
2020 Marullo, Chiara; Agliari, Elena
The relativistic Hopfield model with correlated patterns
2020 Agliari, E.; Fachechi, A.; Marullo, C.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Exploring research trends in modern machine learning through a statistical mechanics lens: an Ising-inspired modeling perspective | 1-gen-2024 | Marullo, Chiara; Buonaiuto, Giuseppe; Ciani, Daniele; Gargiulo, Francesco; Esposito, Massimo | |
| Learning in Associative Networks Through Pavlovian Dynamics | 1-gen-2024 | Lotito, Daniele; Aquaro, Miriam; Marullo, Chiara | |
| Statistical mechanics of deep learning | 1-gen-2024 | Behrens, Freya; Mainali, Nischal; Marullo, Chiara; Lee, Sebastian; Sorscher, Ben; Sompolinsky, Haim | |
| From Pavlov Conditioning to Hebb Learning | 1-gen-2023 | Agliari, Elena; Aquaro, Miriam; Barra, Adriano; Fachechi, Alberto; Marullo, Chiara | |
| Neuronal models of TDP-43 proteinopathy display reduced axonal translation, increased oxidative stress, and defective exocytosis | 1-gen-2023 | Pisciottani, Alessandra; Croci, Laura; Lauria, Fabio; Marullo, Chiara; Savino, Elisa; Ambrosi, Alessandro; Podini, Paola; Marchioretto, Marta; Casoni, Filippo; Cremona, Ottavio; Taverna, Stefano; Quattrini, Angelo; Cioni, Jean-Michel; Viero, Gabriella; Codazzi, Franca; Consalez, G. Giacomo | |
| On the Thermodynamics of Particles Obeying Monotone Statistics | 1-gen-2023 | Ciolli, F.; Fidaleo, F.; Marullo, C. | |
| Nonlinear PDEs approach to statistical mechanics of dense associative memories | 1-gen-2022 | Agliari, E.; Fachechi, A.; Marullo, C. | |
| Storing, learning and retrieving biased patterns | 1-gen-2022 | Agliari, Elena; Leonelli, Francesca Elisa; Marullo, Chiara | |
| Boltzmann Machines as Generalized Hopfield Networks: A Review of Recent Results and Outlooks | 1-gen-2020 | Marullo, Chiara; Agliari, Elena | |
| The relativistic Hopfield model with correlated patterns | 1-gen-2020 | Agliari, E.; Fachechi, A.; Marullo, C. |