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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 | ||
| ||
Irreversibility and Dissipation in Microscopic Systems : Doctoral Thesis accepted by Universidad Complutense de Madrid, Spain / Édgar Roldán
| Irreversibility and Dissipation in Microscopic Systems : Doctoral Thesis accepted by Universidad Complutense de Madrid, Spain / Édgar Roldán |
| Autore | Roldán, Édgar |
| Pubbl/distr/stampa | Cham, : Springer, 2014 |
| Descrizione fisica | xxi, 211 p. : ill. ; 24 cm |
| Soggetto topico |
82-XX - Statistical mechanics, structure of matter [MSC 2020]
82C35 - Irreversible thermodynamics, including Onsager-Machlup theory [MSC 2020] 82B35 - Irreversible thermodynamics, including Onsager-Machlup theory [MSC 2020] |
| Soggetto non controllato |
Brownian Engines
Flashing Ratchets Fluctuation theorem Irreversibility and Dissipation Kullback-Leibler Divergence Optical Tweezers Stochastic thermodynamics Thermodynamics in Microscopic Systems |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0133006 |
|
Roldán, Édgar
|
||
| Cham, : Springer, 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Irreversibility and Dissipation in Microscopic Systems : Doctoral Thesis accepted by Universidad Complutense de Madrid, Spain / Édgar Roldán
| Irreversibility and Dissipation in Microscopic Systems : Doctoral Thesis accepted by Universidad Complutense de Madrid, Spain / Édgar Roldán |
| Autore | Roldán, Édgar |
| Pubbl/distr/stampa | Cham, : Springer, 2014 |
| Descrizione fisica | xxi, 211 p. : ill. ; 24 cm |
| Soggetto topico |
82-XX - Statistical mechanics, structure of matter [MSC 2020]
82B35 - Irreversible thermodynamics, including Onsager-Machlup theory [MSC 2020] 82C35 - Irreversible thermodynamics, including Onsager-Machlup theory [MSC 2020] |
| Soggetto non controllato |
Brownian Engines
Flashing Ratchets Fluctuation theorem Irreversibility and Dissipation Kullback-Leibler Divergence Optical Tweezers Stochastic thermodynamics Thermodynamics in Microscopic Systems |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN00133006 |
|
Roldán, Édgar
|
||
| Cham, : Springer, 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||