Artificial neural networks : an introduction to ANN theory and practice
This book presents carefully revised versions of tutorial lectures given during a School on Artificial Neural Networks for the industrial world held at the University of Limburg in Maastricht, Belgium. The major ANN architectures are discussed to show their powerful possibilities for empirical data...
Tallennettuna:
| Päätekijä: | |
|---|---|
| Muut tekijät: | , |
| Aineistotyyppi: | Livre numérique |
| Kieli: | Anglais |
| Julkaistu: |
Berlin [etc.] :
Springer
[20..].
Cham : Springer Nature |
| Sarja: | Lecture notes in computer science
931 |
| Aiheet: | |
| Linkit: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Huomautus: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Artificial neural networks, an introduction to ANN theory and practice, P.J. Braspenning, F. Thuijsman, A.J.M.M. Weijters (eds.), Berlin, Springer, 1995, 1 vol. (VII-293 p.), Lecture notes in computer science, 3-540-59488-4 • Artificial Neural Networks, Texte imprimé, 9783662198438 |
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| 020 | |a 9783540492832 (PDF) | ||
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| 100 | 1 | |a Braspening, Petrus Jacobus, |d 19..- | |
| 245 | 1 | 0 | |a Artificial neural networks : |b an introduction to ANN theory and practice |c [edited by] P.J. Braspenning, F. Thuijsman, A.J.M.M. Weijters. |
| 260 | |a Berlin [etc.] : |b Springer. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Lecture notes in computer science |v 931 |x 1611-3349 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 0 | |a Introduction: Neural networks as associative devices -- Backpropagation networks for Grapheme-Phoneme conversion: A non-technical introduction -- Back Propagation -- Perceptrons -- Kohonen network -- Adaptive Resonance Theory -- Boltzmann Machines -- Representation issues in Boltzmann machines -- Optimisation networks -- Local search in combinatorial optimization -- Process identification and control -- Learning controllers using neural networks -- Key issues for successful industrial neural-network applications: An application in geology -- Neural cognodynamics -- Choosing and using a neural net. | |
| 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 This book presents carefully revised versions of tutorial lectures given during a School on Artificial Neural Networks for the industrial world held at the University of Limburg in Maastricht, Belgium. The major ANN architectures are discussed to show their powerful possibilities for empirical data analysis, particularly in situations where other methods seem to fail. Theoretical insight is offered by examining the underlying mathematical principles in a detailed, yet clear and illuminating way. Practical experience is provided by discussing several real-world applications in such areas as control, optimization, pattern recognition, software engineering, robotics, operations research, and CAM. | ||
| 650 | |a Informatique | ||
| 650 | |a Intelligence artificielle | ||
| 650 | |a Analyse numérique | ||
| 650 | |a Réseaux neuronaux (informatique) | ||
| 650 | |a Théorie de la commande | ||
| 650 | |a Perception des structures | ||
| 650 | |a Analyse combinatoire | ||
| 650 | |a Architecture des ordinateurs | ||
| 700 | 1 | |a Thuijsman, Frank, |d 19..- |4 pbd | |
| 700 | 1 | |a Weijters, Antonius Jozef Martha Maria, |d 19..- |4 pbd | |
| 776 | 0 | |0 023805609 |t Artificial neural networks |o an introduction to ANN theory and practice |f P.J. Braspenning, F. Thuijsman, A.J.M.M. Weijters (eds.) |c Berlin |n Springer |d 1995 |p 1 vol. (VII-293 p.) |s Lecture notes in computer science |z 3-540-59488-4 | |
| 776 | 0 | |t Artificial Neural Networks |b Texte imprimé |z 9783662198438 | |
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| 856 | 4 | |5 180339901:750936517 |u https://ezproxy.insa-cvl.fr/login?qurl=https://doi.org/10.1007/BFb0027019 |z Accès INSA CVL | |
| 997 | |0 943938 |1 Livre numérique |a Ressource numérique |b INSA |b ENSA |c 0/Bibliothèque numérique/ |c 1/Bibliothèque numérique/Autre ressource numérique/ | ||