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Adaptive Resonance Theory

Adaptive Resonance Theory


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About the Book

Adaptive Resonance Theory (ART) bedeutet ubersetzt anpassungsfahige Resonanz-Theorie. ART ist ein Architekturkonzept fur neuronale Netze und wurde von Stephen Grossberg und Gail A. Carpenter entwickelt. Das einfache ART-System gehort zur Klasse der nicht uberwacht lernenden Algorithmen. Typischerweise besteht es aus einem Vergleichs-Feld F1 und einem Erkennungs-Feld F2, einem Wachsamkeits-Parameter P und einem Reset-Modul R. Neuronen in F1 reprasentieren Attribute, Neuronen in F2 Kategorien. Daher bestehen beide Felder meist aus einer unterschiedlichen Anzahl von Neuronen. F1 und F2 sind bidirektional voll vernetzt.


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Product Details
  • ISBN-13: 9786131214219
  • Publisher: Betascript Publishing
  • Publisher Imprint: Betascript Publishing
  • Height: 152 mm
  • Spine Width: 5 mm
  • Width: 229 mm
  • ISBN-10: 6131214212
  • Publisher Date: 13 Aug 2010
  • Binding: Paperback
  • Language: English
  • Weight: 122 gr

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