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Gosti, Giorgio, Folli, Viola, Leonetti, Marco, Ruocco, Giancarlo (2019) Beyond the Maximum Storage Capacity Limit in Hopfield Recurrent Neural Networks. Entropy, 21 (8). 726pp. doi:10.3390/e21080726

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Reference TypeJournal (article/letter/editorial)
TitleBeyond the Maximum Storage Capacity Limit in Hopfield Recurrent Neural Networks
JournalEntropy
AuthorsGosti, GiorgioAuthor
Folli, ViolaAuthor
Leonetti, MarcoAuthor
Ruocco, GiancarloAuthor
Year2019 (July 25)Volume21
Issue8
PublisherMDPI AG
DOIdoi:10.3390/e21080726Search in ResearchGate
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Mindat Ref. ID9427963Long-form Identifiermindat:1:5:9427963:0
GUID0
Full ReferenceGosti, Giorgio, Folli, Viola, Leonetti, Marco, Ruocco, Giancarlo (2019) Beyond the Maximum Storage Capacity Limit in Hopfield Recurrent Neural Networks. Entropy, 21 (8). 726pp. doi:10.3390/e21080726
Plain TextGosti, Giorgio, Folli, Viola, Leonetti, Marco, Ruocco, Giancarlo (2019) Beyond the Maximum Storage Capacity Limit in Hopfield Recurrent Neural Networks. Entropy, 21 (8). 726pp. doi:10.3390/e21080726
In(2019, July) Entropy Vol. 21 (8) MDPI AG

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Leonetti, Marco, Gosti, Giorgio, Ruocco, Giancarlo (2024) Photonic Stochastic Emergent Storage for deep classification by scattering-intrinsic patterns. Nature Communications, 15 (1) doi:10.1038/s41467-023-44498-z
Xypakis, Emmanouil, Gosti, Giorgio, Giordani, Taira, Santagati, Raffaele, Ruocco, Giancarlo, Leonetti, Marco (2022) Deep learning for blind structured illumination microscopy. Scientific Reports, 12 (1) doi:10.1038/s41598-022-12571-0
Grassmann, Greta, Di Rienzo, Lorenzo, Gosti, Giorgio, Leonetti, Marco, Ruocco, Giancarlo, Miotto, Mattia, Milanetti, Edoardo (2023) Electrostatic complementarity at the interface drives transient protein-protein interactions. Scientific Reports, 13 (1) doi:10.1038/s41598-023-37130-z
Monti, Michele, Fiorentino, Jonathan, Milanetti, Edoardo, Gosti, Giorgio, Tartaglia, Gian Gaetano (2022) Prediction of Time Series Gene Expression and Structural Analysis of Gene Regulatory Networks Using Recurrent Neural Networks. Entropy, 24 (2) 141pp. doi:10.3390/e24020141
Ruocco, Giancarlo, Abaie, Behnam, Schirmacher, Walter, Mafi, Arash, Leonetti, Marco (2017) Disorder-induced single-mode transmission. Nature Communications, 8. doi:10.1038/ncomms14571
Leonetti, Marco, Grimaldi, Alfonso, Ghirga, Silvia, Ruocco, Giancarlo, Antonacci, Giuseppe (2019) Scattering Assisted Imaging. Scientific Reports, 9. doi:10.1038/s41598-019-40997-6
Schirmacher, Walter, Folli, Viola, Ganter, Carl, Ruocco, Giancarlo (2019) Self-consistent Euclidean-random-matrix theory. Journal of Physics A: Mathematical and Theoretical, 52. 464002pp. doi:10.1088/1751-8121/ab4a35
Folli, Viola, Ruocco, Giancarlo, Conti, Claudio (2015) Laser propulsion of nanobullets by adiabatic compression of surface plasmon polaritons. Scientific Reports, 5. doi:10.1038/srep17652
Hwang, Sungmin, Lanza, Enrico, Parisi, Giorgio, Rocchi, Jacopo, Ruocco, Giancarlo, Zamponi, Francesco (2020) On the Number of Limit Cycles in Diluted Neural Networks. Journal of Statistical Physics, 181 (6) 2304-2321 doi:10.1007/s10955-020-02664-3
Benedetti, Marco, Ventura, Enrico, Marinari, Enzo, Ruocco, Giancarlo, Zamponi, Francesco (2022) Supervised perceptron learning vs unsupervised Hebbian unlearning: Approaching optimal memory retrieval in Hopfield-like networks. The Journal of Chemical Physics, 156 (10) 104107pp. doi:10.1063/5.0084219
Elwood, Adam, Leonardi, Marco, Mohamed, Ashraf, Rozza, Alessandro (2023) Maximum Entropy Exploration in Contextual Bandits with Neural Networks and Energy Based Models. Entropy, 25 (2) 188 doi:10.3390/e25020188
 
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