Neural networks : a systematic introduction / Raúl Rojas ; foreword by Jerome Feldman
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| Creatore: |
Rojas, Raúl, 1955-
|
| Titolo: |
Neural networks : a systematic introduction / Raúl Rojas ; foreword by Jerome Feldman
|
| Link to work: |
Neural networks
|
| Pubblicazione: |
Berlin ; New York : Springer-Verlag, ©1996
|
| Estensione: | xx, 502 pages : illustrations ; 24 cm |
| Tipo formato: | unmediated |
| Tipo contenuto: | text |
| Tipo supporto: | volume |
| Disciplina: | 006.3 |
| Classificazione: | 54.72 |
| Classificazione LOC: | QA76.87 .R65 1996 |
| Contenuto supplementare: | Includes bibliographical references (pages 477-497) and index. |
| Nota di contenuto: | 1. The Biological Paradigm -- 2. Threshold Logic -- 3. Weighted Networks -- The Perceptron -- 4. Perceptron Learning -- 5. Unsupervised Learning and Clustering Algorithms -- 6. One and Two Layered Networks -- 7. The Backpropagation Algorithm -- 8. Fast Learning Algorithms -- 9. Statistics and Neural Networks -- 10. The Complexity of Learning -- 11. Fuzzy Logic -- 12. Associative Networks -- 13. The Hopfield Model -- 14. Stochastic Networks -- 15. Kohonen Networks -- 16. Modular Neural Networks -- 17. Genetic Algorithms -- 18. Hardware for Neural Networks. |
| ISBN: | 3540605053 |
| 9783540605058 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 002369727 |
| Lo trovi qui: | New York University |