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  • © 1994

Neuronale Netze und Fuzzy-Systeme

Grundlagen des Konnektionismus, Neuronaler Fuzzy-Systeme und der Kopplung mit wissensbasierten Methoden

Part of the book series: Künstliche Intelligenz (KI)

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Table of contents (20 chapters)

  1. Front Matter

    Pages i-x
  2. Einleitung

    1. Einleitung

      • Detlef Nauck, Frank Klawonn, Rudolf Kruse
      Pages 1-8
  3. Grundlagen Neuronaler Netze

    1. Front Matter

      Pages 9-9
    2. Historische und Biologische Aspekte

      • Detlef Nauck, Frank Klawonn, Rudolf Kruse
      Pages 11-18
    3. Ein generisches Modell für Neuronale Netze

      • Detlef Nauck, Frank Klawonn, Rudolf Kruse
      Pages 19-36
  4. Architekturen Neuronaler Netze

    1. Front Matter

      Pages 37-37
    2. Perceptrons

      • Detlef Nauck, Frank Klawonn, Rudolf Kruse
      Pages 39-57
    3. Einfache lineare Modelle

      • Detlef Nauck, Frank Klawonn, Rudolf Kruse
      Pages 59-70
    4. Multilayer-Perceptrons

      • Detlef Nauck, Frank Klawonn, Rudolf Kruse
      Pages 71-94
    5. Wettbewerbslernen

      • Detlef Nauck, Frank Klawonn, Rudolf Kruse
      Pages 95-101
    6. Selbstorganisierende Karten

      • Detlef Nauck, Frank Klawonn, Rudolf Kruse
      Pages 103-114
    7. Hopfield-Netze

      • Detlef Nauck, Frank Klawonn, Rudolf Kruse
      Pages 115-135
    8. Simulated Annealing und Boltzmann-Maschinen

      • Detlef Nauck, Frank Klawonn, Rudolf Kruse
      Pages 137-146
    9. Neuronale Regler

      • Detlef Nauck, Frank Klawonn, Rudolf Kruse
      Pages 147-152
  5. Konnektionistische Expertensysteme

    1. Front Matter

      Pages 153-153
    2. Grundlagen der Expertensysteme

      • Detlef Nauck, Frank Klawonn, Rudolf Kruse
      Pages 155-161
    3. Wissensrepräsentation in Neuronalen Netzen

      • Detlef Nauck, Frank Klawonn, Rudolf Kruse
      Pages 163-178
    4. Modellierung Konnektionistischer Expertensysteme

      • Detlef Nauck, Frank Klawonn, Rudolf Kruse
      Pages 179-221
    5. Preprocessing

      • Detlef Nauck, Frank Klawonn, Rudolf Kruse
      Pages 223-230
  6. Neuronale Fuzzy-Systeme

    1. Front Matter

      Pages 231-231

Bibliographic Information

Buy it now

Buying options

eBook USD 54.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 69.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access