Rojas, Raúl, 1955- ,

Neural networks : a systematic introduction / Raúl Rojas ; foreword by Jerome Feldman. - xx, 502 páginas : ilustraciones

Incluye bibliografía.

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.

3540605053 9783540605058


Redes neurales (Computadores).
Sistemas expertos (Computadores).

006.3 / R741n 1996