Neural networks : a comprehensive foundation
by
Haykin, Simon S., 1931-
Title
:
Neural networks : a comprehensive foundation
Author
:
Haykin, Simon S., 1931-
ISBN
:
9780132733502
Personal Author
:
Haykin, Simon S., 1931-
Edition
:
2nd ed.
Publication Information
:
Upper Saddle River, N.J. : Prentice Hall, c1999.
Physical Description
:
xxi, 842 p. : ill. ; 25 cm.
Contents
:
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.
Subject Term
:
Neural networks (Computer science)
| Library | Material Type | Item Barcode | Shelf Number | Copy |
|---|
| IIEMSA | General Books | 33168020377913 | 006.32 H419N 1999 | 1 |