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: ICANN '93
    sub title: Proceedings of the International Conference on Artificial Neural Networks Amsterdam, the Netherlands 13-16 September 1993
  name:
    name part: Gielen, Stan.
    role:
      role term: creator
  name:
    name part: Kappen, Bert.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: Electronic books.
  origin info:
    place:
      place term: enk
    date issued: 1993
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (XXVII, 1095 pages)
  abstract: The field of neural networks is motivated by the commonly held belief that applications in artificial intelligence and robotics will benefit from a good understanding of the neural information processing properties that underlie human intelligence. ICANN '93 presents an overview of research and applications assessing the validity of this belief. Within the field of neural networks, several subfields of research can be distinguished. The first main activity is to extract computational principles from experimental neurobiological findings, such as the information processing capability of neurons, adaptation strategies and neural architectures. The field of cognitive connectionism models higher order brain functions, such as language skills, scene interpretation and reasoning, in terms of networks whose units should be interpreted as large populations of neurons, rather than as single neurons. Through theoretical analysis, the relationship between architecture and function of neural networks is studied, and insight is gained into their information processing capabilities. Neural networks technology leads to practical methods that solve real problems in a wide area of industrial applications. ICANN '93 covers a diversity of fields, from neurobiology and psychological models, to theory of information processing, dynamical systems and generalization, to applications in industry, finance and business. The papers on robotics, pattern recognition, and industrial applications provide an excellent overview of the state of the art in 1993.
  note: edited by Stan Gielen, Bert Kappen.
  note: Electronic resource.
  subject:
    topic: Computer science
  subject:
    topic: Neurosciences
  subject:
    topic: Artificial intelligence
  subject:
    topic: Optical pattern recognition
  subject:
    topic: Artificial intelligence
  subject:
    topic: Computer science
  subject:
    topic: Neurosciences
  subject:
    topic: Optical pattern recognition
  classification: Q337.5
  classification: 006.4
  identifier: 9781447120636 (electronic bk.)
  identifier: 1447120639 (electronic bk.)
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: I9W
    record creation date: 121227
    record change date: 20260420201221.1
    record identifier: in00003546122
    language of cataloging:
      language term: eng