Neural networks for pattern recognition / Christopher M. Bishop

Auteur principal : Bishop, Christopher M., 1959-, AuteurType de document : MonographieLangue : anglais.Pays: Grande Bretagne.Mention d'édition: reprinted 2013Éditeur : Oxford : Oxford University Press, 1995Description : 1 vol. (XVII-482 p.) ; 24 cmISBN: 9780198538646.Bibliographie : Bibliogr. p. [457]-475. Index.Sujet MSC : 62Gxx, Statistics - Nonparametric inference
62Cxx, Statistics - Statistical decision theory
68T10, Computer science - Artificial intelligence, Pattern recognition, speech recognition
68T05, Computer science, Learning and adaptive systems in artificial intelligence
68-01, Introductory exposition (textbooks, tutorial papers, etc.) pertaining to computer scienceEn-ligne : MSN | zbMath
Tags from this library: No tags from this library for this title. Log in to add tags.
Holdings
Item type Current library Call number Status Date due Barcode
Monographie Monographie CMI
Salle 1 		62 BIS (Browse shelf(Opens below)) Available 00919-01

Bibliogr. p. [457]-475. Index

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

There are no comments on this title.

to post a comment.