Research Catalog
Neural networks : a systematic introduction
- Title
- Neural networks : a systematic introduction / Raúl Rojas ; foreword by Jerome Feldman.
- Author
- Rojas, Raúl, 1955-
- Publication
- Berlin ; New York : Springer-Verlag, [1996], ©1996.
Items in the Library & Off-site
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1 Item
| Status | Format | Access | Call Number | Item Location |
|---|---|---|---|---|
Not available - Please for assistance. | Text | Use in library | QA76.87 .R65 1996 | Off-site |
Details
- Description
- xx, 502 pages : illustrations; 24 cm
- Subject
- Bibliography (note)
- Includes bibliographical references (p. [477]-497) and index.
- Contents
- 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
- LCCN
- 96008636
- OCLC
- 34676014
- ocm34676014
- Owning Institutions
- Columbia University Libraries