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: Neural network learning and expert systems
  name:
    name part: Gallant, Stephen I.
    role:
      role term: creator
  type of resource: text
  genre: bibliography
  genre: elektronické knihy
  genre: electronic books
  origin info:
    place:
      place term: mau
    place:
      place term: Cambridge, Mass
    publisher: MIT Press
    date issued: c1993
    date issued: 1993
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: elektronický zdroj
    form: remote
    extent: 1 online zdroj (xvi, 365 p.) : ill.
  table of contents: 1. Introduction and important definitions -- 2. Representation issues -- 3. Perceptron learning and the pocket algorithm -- 4. Winner-take-all groups or linear machines -- 5. Autoassociators and one-shot learning -- 6. Mean squared error (MSE) algorithms -- 7. Unsupervised learning -- 8. The distributed method and radial basis functions -- 9. Computational learning theory and the BRD algorithm -- 10. Constructive algorithms -- 11. Backpropagation -- 12. Backpropagation : variations and applications -- 13. Simulated annealing and boltzmann machines -- 14. Expert systems and neural networks -- 15. Details of the MACIE system -- 16. Noise, redundancy, fault detection, and bayesian decision theory -- 17. Extracting rules from networks.
  note: Stephen I. Gallant.
  note: "A Bradford Book."
  note: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty univerzity
  note: Includes bibliographical references (p. [349]-359) and index.
  subject:
    topic: Neural networks (Computer science)
  subject:
    topic: Expert systems (Computer science)
  related item:
    title info:
      title: Neural network learning and expert systems
    name:
      name part: Gallant, Stephen I.
    origin info:
      publisher: Cambridge, Mass. : MIT Press, c1993
    identifier: (DLC) 92020864
    identifier: (OCoLC)26094686
  identifier: 9780262273404
  identifier: https://proxy.k.utb.cz/login
  access condition: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty univerzity
  record info:
    record content source: N$T
    record creation date: 000112
    record change date: 20251006170607.0
    record identifier: 74687
    language of cataloging:
      language term: eng