TY - BOOK AU - Ripley,Brian D. TI - Pattern recognition and neural networks SN - 0521460867 (hbk.) U1 - 006.4 PY - 1996/// CY - Cambridge PB - Cambridge University Press KW - Neural networks (Computer science) KW - Pattern recognition systems N1 - Includes bibliographical references (p. [355]-390) and indexes; 1 Statistical Pattern Recognition 1 2 Probability Density Estimation 33 3 Single-Layer Networks 77 4 The Multi-layer Perceptron 116 5 Radial Basis Functions 164 6 Error Functions 194 7 Parameter Optimization Algorithms 253 8 Pre-processing and Feature Extraction 295 9 Learning and Generalization 332 10 Bayesian Techniques 385 Symmetric Matrices 440 Gaussian Integrals 444 Lagrange Multipliers 448 Calculus of Variations 451 Principal Components 454 References 457 Index ER -