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Deep Learning Architectures : A Mathematical Approach / Ovidiu Calin
| Deep Learning Architectures : A Mathematical Approach / Ovidiu Calin |
| Autore | Calin, Ovidiu |
| Pubbl/distr/stampa | Cham, : Springer, 2020 |
| Descrizione fisica | xxx, 760 p. : ill. ; 24 cm |
| Soggetto topico |
68-XX - Computer science [MSC 2020]
92B20 - Neural networks for/in biological studies, artificial life and related topics [MSC 2020] 68T07 - Artificial neural networks and deep learning [MSC 2020] |
| Soggetto non controllato |
Boltzmann machine
Deep Learning Entropy Fisher Information Metric Kullback-Leibler Divergence Machine learning Neural networks |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0248977 |
Calin, Ovidiu
|
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| Cham, : Springer, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Deep Learning Architectures : A Mathematical Approach / Ovidiu Calin
| Deep Learning Architectures : A Mathematical Approach / Ovidiu Calin |
| Autore | Calin, Ovidiu |
| Pubbl/distr/stampa | Cham, : Springer, 2020 |
| Descrizione fisica | xxx, 760 p. : ill. ; 24 cm |
| Soggetto topico |
68-XX - Computer science [MSC 2020]
68T07 - Artificial neural networks and deep learning [MSC 2020] 92B20 - Neural networks for/in biological studies, artificial life and related topics [MSC 2020] |
| Soggetto non controllato |
Boltzmann machine
Deep Learning Entropy Fisher Information Metric Kullback-Leibler Divergence Machine learning Neural networks |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN00248977 |
|
Calin, Ovidiu
|
||
| Cham, : Springer, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Ensembles on Configuration Space : Classical, Quantum, and Beyond / Michael J. W. Hall, Marcel Reginatto
| Ensembles on Configuration Space : Classical, Quantum, and Beyond / Michael J. W. Hall, Marcel Reginatto |
| Autore | Hall, Michael J. W. |
| Pubbl/distr/stampa | Cham, : Springer, 2016 |
| Descrizione fisica | xiv, 280 p. ; 24 cm |
| Altri autori (Persone) | Reginatto, Marcel |
| Soggetto topico |
81-XX - Quantum theory [MSC 2020]
70-XX - Mechanics of particles and systems [MSC 2020] 82-XX - Statistical mechanics, structure of matter [MSC 2020] 81Pxx - Foundations, quantum information and its processing, quantum axioms, and philosophy [MSC 2020] 82B03 - Foundations of equilibrium statistical mechanics [MSC 2020] |
| Soggetto non controllato |
Axiomatic Quantum Mechanics
Dynamics on Configuration Space Fisher Information Metric Quantum Measurement Problem and Decoherence Statistical Mechanics on Configuration Space Unified Description of Quantum and Classical Mechanics |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0163712 |
|
Hall, Michael J. W.
|
||
| Cham, : Springer, 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Ensembles on Configuration Space : Classical, Quantum, and Beyond / Michael J. W. Hall, Marcel Reginatto
| Ensembles on Configuration Space : Classical, Quantum, and Beyond / Michael J. W. Hall, Marcel Reginatto |
| Autore | Hall, Michael J. W. |
| Pubbl/distr/stampa | Cham, : Springer, 2016 |
| Descrizione fisica | xiv, 280 p. ; 24 cm |
| Altri autori (Persone) | Reginatto, Marcel |
| Soggetto topico |
70-XX - Mechanics of particles and systems [MSC 2020]
81-XX - Quantum theory [MSC 2020] 81Pxx - Foundations, quantum information and its processing, quantum axioms, and philosophy [MSC 2020] 82-XX - Statistical mechanics, structure of matter [MSC 2020] 82B03 - Foundations of equilibrium statistical mechanics [MSC 2020] |
| Soggetto non controllato |
Axiomatic Quantum Mechanics
Dynamics on Configuration Space Fisher Information Metric Quantum Measurement Problem and Decoherence Statistical Mechanics Unified Description of Quantum and Classical Mechanics |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN00163712 |
|
Hall, Michael J. W.
|
||
| Cham, : Springer, 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||