TY - BOOK AU - Haykin,Simon TI - Neural networks : a comprehensive foundation SN - 0132733501 U1 - 004.6 PY - 1999/// CY - New Delhi PB - Prentice Hall of India KW - Neural networks (Computer science) N1 - Includes Index; 1. Introduction -- 2. Learning Processes -- 3. Single Layer Perceptrons -- 4. Multilayer Perceptrons -- 5. Radial-Basis Function Networks -- 6. Support Vector Machines -- 7. Committee Machines -- 8. Principal Components Analysis -- 9. Self-Organizing Maps -- 10. Information-Theoretic Models -- 11. Stochastic Machines And Their Approximates Rooted in Statistical Mechanics -- 12. Neurodynamic Programming -- 13. Temporal Processing Using Feedforward Networks -- 14. Neurodynamics -- 15. Dynamically Driven Recurrent Networks N2 - Introducing students to the many facets of neural networks, this text provides many case studies to illustrate their real-life, practical applications ER -