Rojas, Raul.
Neural Networks : A Systematic Introduction.
- 1st ed.
- 1 online resource (511 pages)
Neural Networks -- Copyright -- Foreword -- Preface -- Table of 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 -- References -- Index.
9783642610684
Neural networks (Computer science).
Electronic books.
Q334-342