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 networks
  name:
    name part: Liu, Wenshuo
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Atkinson, Paul
    name part: 1947-
    role:
      role term: editor.
  name:
    name part: Delamont, Sara
    name part: 1947-
    role:
      role term: editor.
  name:
    name part: Cernat, Alexandru
    role:
      role term: editor.
  name:
    name part: Sakshaug, Joseph W.
    role:
      role term: editor.
  name:
    name part: Williams, Richard A.
    name part: active 2020
    role:
      role term: editor.
  type of resource: text
  genre: bibliography
  origin info:
    place:
      place term: enk
    date issued: 2020
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource : illustrations
  abstract: Neural networks (also called artificial neural networks) refers to a class of machine learning methods that was developed in multiple fields including statistics and artificial intelligence. This entry discusses several topics with regard to neural networks in three sections. The first section introduces the model and theories of the quintessential neural network model, feed-forward neural networks, under the framework of supervised learning. It focuses on the training and regularization of neural networks models given their uniqueness among other machine leaning models. The second section discusses the modern developments of neural networks that lead to its successful application in the various domains of artificial intelligence. Such developments are grouped into three categories: architecture design, methodology refinements, and advances in software and hardware. The third section briefly illustrates neural networks applied in the other two major paradigms of machine learning: unsupervised learning and reinforcement learning.
  target audience: specialized
  note: by Wenshuo Liu ; edited by Paul Atkinson, Sara Delamont, Alexandru Cernat, Joseph W. Sakshaug & Richard A. Williams.
  note: Includes bibliographical references and index.
  subject:
    topic: Anthropology
  subject:
    topic: Business and Management
  subject:
    topic: Communication and Media Studies
  subject:
    topic: Anthropologie
  subject:
    topic: anthropology
  subject:
    topic: Anthropology
  classification: GN11
  classification: 301.0322
  identifier: 9781529749274
  identifier: 1529749271
  identifier: 9781526421036
  identifier: 1526421038
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: SGPBL
    record creation date: 201001
    record change date: 20240923170520.3
    record identifier: in00005496865
    language of cataloging:
      language term: eng