C++ neural networks fuzzy logic

Detalles Bibliográficos
Autor Principal: Rao, Valluru B.
Otros autores o Colaboradores: Rao, Hayagriva V.
Formato: Libro
Lengua:inglés
Datos de publicación: Nueva York : MIS Press, 1993
Edición:1st ed.
Temas:
REDES NEURONALES
LÓGICA DIFUSA
C++
Acceso en línea:Consultar en el Cátalogo
Descripción Física:xviii, 408 p. : il. ; 25 cm.
ISBN:155828298x
Tabla de Contenidos:
  • 1. Introduction to neural nets.
  • 2. C++ and object orientation
  • 3. A look at fuzzy logic.
  • 4. Constructing a neural network.
  • 5. Interactions: a survey of neural network models.
  • 6. Learning, self-organization, and resonance.
  • 7. Backpropagation.
  • 8. BAM: Bidirectional Associative Memory.
  • 9. FAM: Fuzzy Associative Memory.
  • 10. Adaptative Resonance Theory (ART).
  • 11. The Kohonen self-organizing map.
  • 12. Application to pattern recognition.
  • 13. Backpropagation II.
  • 14. Application to financial forecasting.
  • 15. Application to Nonlinear optimization.
  • Appendix A. Compiling your programs.
  • Appendix B. Mathematical background.
  • Glossary.
  • References.
  • Index.

Ejemplares similares