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.
