Neural network models : an analysis
Providing an in-depth treatment of the main topics in neural networks this volume concentrates on multilayer networks and completely connected networks, as well as discussing both analog and digital networks. The central themes are dynamical behaviour, attractors and capacity. Boltzmann machines are...
Kaydedildi:
| Yazar: | |
|---|---|
| Materyal Türü: | Livre numérique |
| Dil: | Anglais |
| Baskı/Yayın Bilgisi: |
Berlin [etc.] :
Springer-Verlag : Springer e-books
[20..].
Cham : Springer Nature |
| Seri Bilgileri: | Lecture notes in control and information sciences
210 |
| Konular: | |
| Online Erişim: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Not: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Neural network models, an analysis, Philippe De Wilde, London, Springer, 1996, 153 p., Lecture notes in control and information sciences, 3-540-19995-0 • Neural Network Models, Texte imprimé, 9783662165560 |
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| 100 | 1 | |a Wilde, Philippe de. | |
| 245 | 1 | 0 | |a Neural network models : |b an analysis |c Philippe De Wilde. |
| 260 | |a Berlin [etc.] : |b Springer-Verlag : |b Springer e-books. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Lecture notes in control and information sciences |v 210 |x 1610-7411 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 0 | |a Key concepts in neural networks -- Backpropagation -- Neurons in the brain -- The fundamental system of differential equations -- Synchronous and discrete networks -- Linear capacity -- Capacity from a signal to noise ratio -- Neural networks and Markov chains. | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a Providing an in-depth treatment of the main topics in neural networks this volume concentrates on multilayer networks and completely connected networks, as well as discussing both analog and digital networks. The central themes are dynamical behaviour, attractors and capacity. Boltzmann machines are also discussed. The subject is developed from scratch and does not use statistical physics. Because the volume adopts a pedagogical approach, explaining all steps in full, the style which the book takes it will appeal to engineers, computer scientists and applied mathematicians. The reader will learn the parameters and results that are most important for the design of neural networks and will be able to critically assess the existing commercial products or design a hardware or software implementation for him- or herself. | ||
| 650 | |a Réseaux neuronaux (informatique) | ||
| 650 | |a Ingénierie | ||
| 776 | 0 | |0 024383678 |t Neural network models |o an analysis |f Philippe De Wilde |c London |n Springer |d 1996 |p 153 p. |s Lecture notes in control and information sciences |z 3-540-19995-0 | |
| 776 | 0 | |t Neural Network Models |b Texte imprimé |z 9783662165560 | |
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| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-X2MWBMNF-P |z Accès sur la plateforme Istex | |
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