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An introduction to model-based cognitive neuroscience [electronic resource]

An introduction to model-based cognitive neuroscience [electronic resource]

자료유형
E-Book(소장)
서명 / 저자사항
An introduction to model-based cognitive neuroscience [electronic resource] / Birte U. Forstmann, Eric-Jan Wagenmakers, editors.
발행사항
New York, NY : Springer New York : Imprint: Springer, 2015.
형태사항
1 online resource (xi, 354 p.) : ill. (some col.).
ISBN
9781493922369
요약
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.
일반주기
Title from e-Book title page.
내용주기
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.
서지주기
Includes bibliographical references and index.
이용가능한 다른형태자료
Issued also as a book.
일반주제명
Cognitive neuroscience --Mathematical models. Human behavior models.
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245 0 3 ▼a An introduction to model-based cognitive neuroscience ▼h [electronic resource] / ▼c Birte U. Forstmann, Eric-Jan Wagenmakers, editors.
260 ▼a New York, NY : ▼b Springer New York : ▼b Imprint: Springer, ▼c 2015.
300 ▼a 1 online resource (xi, 354 p.) : ▼b ill. (some col.).
500 ▼a Title from e-Book title page.
504 ▼a Includes bibliographical references and index.
505 0 ▼a 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.
520 ▼a 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.
530 ▼a Issued also as a book.
538 ▼a Mode of access: World Wide Web.
650 0 ▼a Cognitive neuroscience ▼x Mathematical models.
650 0 ▼a Human behavior models.
700 1 ▼a Forstmann, Birte U.
700 1 ▼a Wagenmakers, Eric-Jan.
856 4 0 ▼u https://oca.korea.ac.kr/link.n2s?url=http://dx.doi.org/10.1007/978-1-4939-2236-9
945 ▼a KLPA
991 ▼a E-Book(소장)

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 중앙도서관/e-Book 컬렉션/ 청구기호 CR 612.8233 등록번호 E14025064 도서상태 대출불가(열람가능) 반납예정일 예약 서비스 M

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