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 Model-Based Cognitive Neuroscience
  name:
    name part: Forstmann, Birte U.
    role:
      role term: editor.
  name:
    name part: Wagenmakers, Eric-Jan.
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: xxu
    date issued: 2015
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XI, 354 p. 81 illus., 55 illus. in color. online resource.
  abstract: Two recent innovations, the emergence of formal cognitive models and the addition of cognitive neuroscience data to the traditional behavioral data, have resulted in the birth of a new, interdisciplinary field of study: model-based cognitive neuroscience. Despite the increasing scientific interest in model-based cognitive neuroscience, few active researchers and even fewer students have a good knowledge of the two constituent disciplines. The main goal of this edited collection is to promote the integration of cognitive modeling and cognitive neuroscience. Experts in the field will provide tutorial-style chapters that explain particular techniques and highlight their usefulness through concrete examples and numerous case studies. The book will also include a thorough list of references pointing the reader towards additional literature and online resources.
  table of contents: Preface -- An Introduction to Cognitive Modeling -- An Introduction to Good Practices in Cognitive Modeling -- An Introduction to the Diffusion Model of Decision Making -- An Introduction to Human Brain Anatomy -- An Introduction to fMRI -- An Introduction to Neuroscientific Methods: Single-cell Recordings -- Model-Based Cognitive Neuroscience: A Conceptual Introduction -- Linking Across Levels of Computation in Model-based Cognitive Neuroscience -- Bayesian Models in Cognitive Neuroscience: A Tutorial -- Constraining Cognitive Abstractions Through Bayesian Modeling -- Predictive Coding in Sensory Cortex -- Using Human Neuroimaging to Examine Top-down Modulation of Visual Perception -- Distinguishing between Models of Perceptual Decision Making -- Optimal Decision Making in the Cortico-Basal-Ganglia Circuit -- Inhibitory Control in Mind and Brain: The Mathematics and Neurophysiology of the Underlying Computation -- Reciprocal Interactions of Computational Modeling and Empirical Investigation -- Using the ACT-R Cognitive Architecture in Combination with fMRI Data.
  note: edited by Birte U. Forstmann, Eric-Jan Wagenmakers.
  subject:
    topic: Medicine
  subject:
    topic: Neurosciences
  subject:
    topic: Neuropsychology
  subject:
    topic: Biomedicine
  subject:
    topic: Neurosciences
  subject:
    topic: Neuropsychology
  classification: RC321-580
  classification: 612.8
  related item:
    title info:
      title: Springer eBooks
  identifier: 9781493922369
  identifier: http://dx.doi.org/10.1007/978-1-4939-2236-9
  record info:
    record creation date: 150418
    record change date: 20151204174233.0
    record identifier: 978-1-4939-2236-9