Title Neural networks for pattern recognition / Christopher M. Bishop

Published Oxford : Clarendon Press ; New York : Oxford University Press, 1995

Copies

Location	Call no.	Vol.	Availability
MELB	006.4 Bis/Nnf		AVAILABLE
W'PONDS	006.4 Bis/Nnf		AVAILABLE

Description xvii, 482 pages : illustrations ; 24 cm regular print 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 Analysis bayesian bildeanalyse billedbehandling mønstergjenkjenning nettverk nevrale nevralnett optisk-mønstergjenkjenning teknikk Bibliography Includes biliographical references (pages [457]-475) and index Subject Neural networks (Computer science) Pattern recognition systems. Neural Networks (Computer) Neural Networks (Computer) [MESH] Pattern Recognition, Automated [MESH] Pattern Recognition, Automated. Neural Networks (Computer) Pattern Recognition LC no. 95040465 ISBN 0198538499 (hbk) 0198538642 (paperback)

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