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Agliari, Elena
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1

Outperforming RBM Feature-Extraction Capabilities by "Dream..:

Fachechi, Alberto ; Barra, Adriano ; Agliari, Elena.
IEEE Transactions on Neural Networks and Learning Systems.  35 (2024)  1 - p. 1172-1181 , 2024
Link: https://doi.org/10.1109/..
 
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2

A spectral approach to Hebbian-like neural networks:

Agliari, Elena ; Fachechi, Alberto ; Luongo, Domenico
Applied Mathematics and Computation.  474 (2024)  - p. 128689 , 2024
Link: https://doi.org/10.1016/..
 
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3

Inverse modeling of time-delayed interactions via the dynam..:

Agliari, Elena ; Alemanno, Francesco ; Barra, Adriano...
Physical Review E.  110 (2024)  2 - p. , 2024
Link: https://doi.org/10.1103/..
 
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4

Hebbian dreaming for small datasets:

Agliari, Elena ; Alemanno, Francesco ; Aquaro, Miriam...
Neural Networks.  173 (2024)  - p. 106174 , 2024
Link: https://doi.org/10.1016/..
 
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5

Ultrametric identities in glassy models of natural evolutio:

Agliari, Elena ; Alemanno, Francesco ; Aquaro, Miriam.
Journal of Physics A: Mathematical and Theoretical.  56 (2023)  38 - p. 385001 , 2023
Link: https://doi.org/10.1088/..
 
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6

Parallel learning by multitasking neural networks:

Agliari, Elena ; Alessandrelli, Andrea ; Barra, Adriano.
Journal of Statistical Mechanics: Theory and Experiment.  2023 (2023)  11 - p. 113401 , 2023
Link: https://doi.org/10.1088/..
 
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7

Dense Hebbian neural networks: A replica symmetric picture ..:

Agliari, Elena ; Albanese, Linda ; Alemanno, Francesco...
Physica A: Statistical Mechanics and its Applications.  627 (2023)  - p. 129143 , 2023
Link: https://doi.org/10.1016/..
 
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8

Dense Hebbian neural networks: A replica symmetric picture ..:

Agliari, Elena ; Albanese, Linda ; Alemanno, Francesco...
Physica A: Statistical Mechanics and its Applications.  626 (2023)  - p. 129076 , 2023
Link: https://doi.org/10.1016/..
 
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9

Supervised Hebbian learning:

Alemanno, Francesco ; Aquaro, Miriam ; Kanter, Ido..
Europhysics Letters.  141 (2023)  1 - p. 11001 , 2023
Link: https://doi.org/10.1209/..
 
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10

Storing, learning and retrieving biased patterns:

Agliari, Elena ; Leonelli, Francesca Elisa ; Marullo, Chiara
Applied Mathematics and Computation.  415 (2022)  - p. 126716 , 2022
Link: https://doi.org/10.1016/..
 
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11

The emergence of a concept in shallow neural networks:

Agliari, Elena ; Alemanno, Francesco ; Barra, Adriano.
Neural Networks.  148 (2022)  - p. 232-253 , 2022
Link: https://doi.org/10.1016/..
 
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12

Learning and Retrieval Operational Modes for Three-Layer Re..:

Agliari, Elena ; Sebastiani, Giulia
Journal of Statistical Physics.  185 (2021)  2 - p. , 2021
Link: https://doi.org/10.1007/..
 
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13

On the effective initialisation for restricted Boltzmann ma..:

Leonelli, Francesca Elisa ; Agliari, Elena ; Albanese, Linda.
Neural Networks.  143 (2021)  - p. 314-326 , 2021
Link: https://doi.org/10.1016/..
 
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14

Detecting cardiac pathologies via machine learning on heart..:

Agliari, Elena ; Barra, Adriano ; Barra, Orazio Antonio...
Scientific Reports.  10 (2020)  1 - p. , 2020
Link: https://doi.org/10.1038/..
 
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15

Boltzmann Machines as Generalized Hopfield Networks: A Revi..:

Marullo, Chiara ; Agliari, Elena
Entropy.  23 (2020)  1 - p. 34 , 2020
Link: https://doi.org/10.3390/..
 
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