TY  - GEN
AU  - Bishop, Christopher M.
TI  - Neural networks for pattern recognition
SN  - 9780195667998
U1  - 006.4 
PY  - 1995///
CY  - Oxford : 
PB  - Oxford University Press, 
KW  - Pattern recognition systems
KW  - Neural networks (Computer science)
N1  - 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 is a comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts of pattern recognition, the book describes techniques for modelling probability density functions
ER  -