An Introduction to Model-Based Cognitive Neuroscience

An Introduction to Model-Based Cognitive Neuroscience edited by Birte U. Forstmann, Eric-Jan Wagenmakers.

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 i...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Forstmann, Birte U. (Editor), Wagenmakers, Eric-Jan (Editor)
Format: eBook
Language:English
Published: New York, NY : Springer New York : Imprint: Springer, 2015.
Edition:1st ed. 2015.
Series:Springer eBook Collection.
Subjects:
Neurosciences.
Neuropsychology.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
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.

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