rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Principles of artificial neutral networks
    sub title: Daniel Graupe
  name:
    name part: Graupe, Daniel
    role:
      role term: creator
    role:
      role term: author
  type of resource: text
  origin info:
    place:
      place term: nk
    place:
      place term: London
    publisher: World Scientific
    date issued: c2013
    date issued: 2013
    edition: 3rd ed
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: print
    extent: xviii, 363 p. : ill. ; 25 cm.
  table of contents: 1. Introduction and role of artificial neural networks -- 2. Fundamentals of biological neural networks -- 3. Basic principles of ANNs and their early structures-- 4. The perceptron -- 5. The madaline -- 6. Back propagation -- 7. Hopfield networks -- 8. Counter propagation -- 9. Large scale memory storage and retrieval (LAMSTAR) network -- 10. Adaptive resonance theory -- 11. The cognitron and the neocognitron -- 12. Statistical training -- 13. Recurrent (time cycling) back propagation networks
  note: Includes bibliographical references (p. 349-359) and index
  subject:
    topic: Neural networks (Computer science)
  classification: QA76.87 .G73 2013
  identifier: 9789814522731
  identifier: 9814522732
  record info:
    record creation date: 140814
    record change date: 20141222093000.0
    record identifier: 0000086771