Author | : Christopher M. Bishop |
File Size | : 52,9 Mb |
Publisher | : Oxford University Press |
Language | : English |
Release Date | : 23 November 1995 |
ISBN | : 9780198538646 |
Pages | : 501 pages |
Neural Networks for Pattern Recognition by Christopher M. Bishop Book PDF Summary
Statistical pattern recognition; Probability density estimation; Single-layer networks; The multi-layer perceptron; Radial basis functions; Error functions; Parameter optimization algorithms; Pre-processing and feature extraction; Learning and generalization; Bayesian techniques; Appendix; References; Index.