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:
    non sort: An
    title: Introduction to Transfer Entropy
    sub title: Information Flow in Complex Systems
  name:
    name part: Bossomaier, Terry.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Barnett, Lionel.
    role:
      role term: author.
  name:
    name part: Harré, Michael.
    role:
      role term: author.
  name:
    name part: Lizier, Joseph T.
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2016
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XXIX, 190 p. 24 illus., 21 illus. in color. online resource.
  abstract: This book considers a relatively new metric in complex systems, transfer entropy, derived from a series of measurements, usually a time series. After a qualitative introduction and a chapter that explains the key ideas from statistics required to understand the text, the authors then present information theory and transfer entropy in depth. A key feature of the approach is the authors' work to show the relationship between information flow and complexity. The later chapters demonstrate information transfer in canonical systems, and applications, for example in neuroscience and in finance. The book will be of value to advanced undergraduate and graduate students and researchers in the areas of computer science, neuroscience, physics, and engineering.
  table of contents: Introduction -- Statistical Preliminaries -- Information Theory -- Transfer Entropy -- Information Transfer in Canonical Systems -- Information Transfer in Financial Markets -- Miscellaneous Applications of Transfer Entropy -- Concluding Remarks.
  note: by Terry Bossomaier, Lionel Barnett, Michael Harré, Joseph T. Lizier.
  subject:
    topic: Computer science
  subject:
    topic: Neurosciences
  subject:
    topic: Computers
  subject:
    topic: Artificial intelligence
  subject:
    topic: System theory
  subject:
    topic: Applied mathematics
  subject:
    topic: Engineering mathematics
  subject:
    topic: Computer Science
  subject:
    topic: Artificial Intelligence (incl. Robotics)
  subject:
    topic: Appl.Mathematics/Computational Methods of Engineering
  subject:
    topic: Complex Systems
  subject:
    topic: Neurosciences
  subject:
    topic: Theory of Computation
  subject:
    topic: Statistical Physics and Dynamical Systems
  classification: Q334-342
  classification: TJ210.2-211.495
  classification: 006.3
  related item:
    title info:
      title: Springer eBooks
  identifier: 9783319432229
  identifier: http://dx.doi.org/10.1007/978-3-319-43222-9
  record info:
    record creation date: 161115
    record change date: 20161115150312.0
    record identifier: 978-3-319-43222-9