Neural networks in a softcomputing framework
Type de document | Site actuel | Cote | Statut | Date de retour prévue | Code à barres | Réservations |
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Livre | La bibliothèque des sciences de l'ingénieur | 006.32 DU (Parcourir l'étagère) | Disponible | 0000000019115 |
Survol La bibliothèque des sciences de l'ingénieur Étagères Fermer l'étagère
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006.32 CUT Perception-action cycle : | 006.32 DRE Neural networks | 006.32 DRE Réseaux de neurones : | 006.32 DU Neural networks in a softcomputing framework | 006.32 FAU Classification et commande par réseaux de neurones | 006.32 GIR Advances in independent component analysis | 006.32 HAY Neural networks and learning machines. |
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.
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