TY  - BOOK
AU  - Bishop,Christopher M.
TI  - Neural networks for pattern recognition 
SN  - 0198538499 
U1  - 006.4 BIS
PY  - 1995///
CY  - Oxford , New York 
PB  - Clarendon Press , Oxford University Press
KW  - Neural networks (Computer science)
KW  - Pattern recognition systems
N1  - xvii, 482 pages : illustrations ; 24 cm
Contents: 	1. Statistical Pattern Recognition --
2. Probability Density Estimation --
3. Single-Layer Networks --
4. The Multi-layer Perceptron --
5. Radial Basis Functions --
6. Error Functions --
7. Parameter Optimization Algorithms --
8. Pre-processing and Feature Extraction --
9. Learning and Generalization --
10. Bayesian Techniques
N2  - This book is the first to provide a comprehensive account of neural networks from a statistical perspective. Its emphasis is on pattern recognition, which currently represents the area of greatest applicability for neural networks. By focusing on pattern recognition, the book provides a much more extensive treatment of many topics than is available in earlier books
ER  -