Title Pattern recognition with neural networks in C++ / Abhijit S. Pandya, Robert B. Macy

Published Boca Raton, Fla. : CRC Press, [1996] ©1996

Copies

Location	Call no.	Vol.	Availability
MELB	006.4 Pan/Prw		AVAILABLE

Description 410 pages : illustrations ; 25 cm + 1 computer disk (3 1/2 in.) 3 1/2 in Contents Ch. 1. Introduction -- Ch. 2. Neural Networks: An Overview -- Ch. 3. Preprocessing -- Ch. 4. Feed-Forward Networks with Supervised Learning -- Ch. 5. Some Other Types of Neural Networks -- Ch. 6. Feature Extraction I: Geometric Features and Transformations -- Ch. 7. Feature Extraction II: Principal Component Analysis -- Ch. 8. Kohonen Networks and Learning Vector Quantization -- Ch. 9. Neural Associative Memories and Hopfield Networks -- Ch. 10. Adaptive Resonance Theory (ART) -- Ch. 11. Neocognitron -- Ch. 12. Systems with Multiple Classifiers Notes System requirements: IBM-compatible PC Bibliography Includes bibliographical references and index Notes System requirements for computer disk: IBM PC or compatible; OS/2 ; C Set++ compiler Subject C (Computer program language) C++ (Computer program language) Neural networks (Computer science) Pattern recognition systems. Author Macy, Robert B. LC no. 95004558 ISBN 0849394627 (alk. paper)

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