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Artificial neural networks : learning algorithms, performance evaluation, and applications

by N.B. Karayiannis, A.N. Venetsanopoulos.

Boston : Kluwer Academic, ©1993.

xii, 440 págs. : ilustraciones ; 23 cm.

Serie: The Kluwer international series in engineering and computer science ; SECS 209

Incluye referencias bibliográficas (p. [375]-412) e índice.

Contenido

  • 1. Introduction
  • 2. Neural Network Architectures and Learning Schemes
  • 3. ELEANNE: Efficient LEarning Algorithms for Neural NEtworks
  • 4. Fast Learning Algorithms for Neural Networks
  • 5. ALADIN: Algorithms for Learning and Architecture DetermINnation
  • 6. Performance Evaluation of Single-Layered Neural Networks
  • 7. High-Order Neural Networks and Networks with Composite Key Patterns
  • 8. Applications of Neural Networks: A Case Study
  • 9. Applications of Neural Networks: A Review
  • 10. Future Trends and Directions
  • References
  • Subject Index
  • Author Index.
 
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