Handbook of neural computing applications /

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Maren, Alianna J.
Otros Autores: Harston, Craig T., Pap, Robert M.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: San Diego : Academic Press, �1990.
Temas:
Neural computers.
Neurophysiology.
Models, Neurological
Neurophysiology
Ordinateurs neuronaux.
Neurophysiologie.
COMPUTERS > General.
Neural computers
Neuronales Netz
Parallelverarbeitung
Neurocomputer
R�eseaux neuronaux (informatique)
Computers > Networks
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Preface
  • 1. Introduction to neural networks / Alianna J. Maren
  • 2. History and development of neural networks / Craig Harston and A.J. Maren
  • 3. The neurological basis for neural computations / Craig T. Harston
  • 4. Neural network structures: form follows function / Alianna J. Maren
  • 5. Dynamics of neural network operations / Alianna J. Maren
  • 6. Learning background for neural networks / Craig T. Harston
  • 7. Multilayer feedforward neural networks I: delta rule learning / Alianna J. Maren
  • 8. Multilayer feedforward neural networks II: optimizing learning methods / Harold H. Szu and Alianna J. Maren
  • 9. Laterally-connected, autoassociative networks / Alianna J. Maren
  • 10. Vector-matching networks / Alianna J. Maren
  • 11. Feedforward/feedback (resonating) heteroassociative networks / Alianna J. Maren
  • 12. Multilayer cooperative/competitive networks / Alianna J. Maren
  • 13. Hybrid and complex networks / Alianna J. Maren
  • 14. Choosing a network: matching the architecture to the application / Dan Jones and Stanley P. Franklin
  • 15. Configuring and optimizing the back-propagation network / Alianna J. Maren, Dan Jones and Stanley Franklin
  • 16. Electronic hardware implementations / Steven G. Morton
  • 17. Optical neuro-computing / Harold H. Szu
  • 18. Neural networks for spatio-temporal pattern recognition / Alianna J. Maren
  • 19. Neural networks for medical diagnosis / Dan Jones, M.D.
  • 20. Neural networks for sonar signal processing / Patrick K. Simpson
  • 21. Fault diagnosis / Robert L. Gezelter and Robert M. Pap with introduction by Paul Werbos, Ph. D
  • 22. Neurocontrol and related techniques / Paul J. Werbos
  • 23. Application of neural networks to robotics / Craig T. Harston
  • 24. Business with neural networks / Craig T. Harston
  • 25. Neural networks for data compression and data fusion / Alianna J. Maren
  • 26. Data communications / Robert M. Pap
  • 27. Neural networks for man/machine systems / Alianna J. Maren
  • 28. Capturing the future: neural networks in the year 2000 and beyond / Alianna J. Maren
  • Index.

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