An introduction to model-based cognitive neuroscience [electronic resource] / Birte U. Forstmann, Eric-Jan Wagenmakers, editors.
Forstmann, Birte U., editor.; Wagenmakers, Eric-Jan, editor.
2015
QP360.5 .I58 2015eb
Available Online

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Title
An introduction to model-based cognitive neuroscience [electronic resource] / Birte U. Forstmann, Eric-Jan Wagenmakers, editors.
ISBN
9781493922369 electronic book
149392236X electronic book
9781493922352
DOI
https://doi.org/10.1007/978-1-4939-2236-9
Published
New York, NY : Springer, 2015.
Language
English
Description
1 online resource (xi, 354 pages) : illustrations.
Item Number
10.1007/978-1-4939-2236-9 doi
Call Number
QP360.5 .I58 2015eb
Dewey Decimal Classification
612.8/233
Summary
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.
Note
Includes index.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed April 23, 2015).
Added Author
Forstmann, Birte U., editor.
Wagenmakers, Eric-Jan, editor.
Available in Other Form
Introduction to model-based cognitive neuroscience.
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Online Access
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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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