An introduction to model-based cognitive neuroscience. (2015)

• Record Type: Book
• Further Information: Note: Birte U. Forstmann, Eric-Jan Wagenmakers, editors.
• Editors: Forstmann, Birte U; Wagenmakers, Eric-Jan
• 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.
• Publisher Details: New York, NY : Springer
• Publication Date: 2015
• Extent: 1 online resource (xi, 354 pages), illustrations (some color)
• Subjects: 612.8/233; Cognitive neuroscience -- Mathematical models; Human behavior models; MEDICAL -- Physiology; SCIENCE -- Life Sciences -- Human Anatomy & Physiology; Human behavior models; Neuropsychology; Models, Psychological; Cognitive Science; Brain -- physiology; Biomedicine; Neurosciences; Neuropsychology; Electronic books
• Languages: English
• ISBNs: 9781493922369; 1493922351; 9781493922352
• Related ISBNs: 149392236X; 9781493922352
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed April 23, 2015).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.