Neural Networks in a Softcomputing Framework

von Ke-Lin Du, M. N. S. Swamy
Hardcover - 9781846283024
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Beschreibung

This concise but comprehensive textbook reviews the most popular neural-network methods and their associated techniques. Each chapter provides state-of-the-art descriptions of important major research results of the respective neural-network methods. A range of relevant computational intelligence topics, such as fuzzy logic and evolutionary algorithms - powerful tools for neural-network learning - are introduced. The systematic survey of neural-network models and exhaustive references list will point readers toward topics for future research. The algorithms outlined also make this textbook a valuable reference for scientists and practitioners working in pattern recognition, signal processing, speech and image processing, data analysis and artificial intelligence.

Details

Verlag Springer-Verlag GmbH
Ersterscheinung Mai 2006
Maße 244 mm x 170 mm x 45 mm
Gewicht 1029 Gramm
Format Hardcover
ISBN-13 9781846283024
Auflage Nicht bekannt
Seiten 566

Schlagwörter