An Introduction to Model-Based Cognitive Neuroscience
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...
| Συγγραφή απο Οργανισμό/Αρχή: | |
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| Άλλοι συγγραφείς: | , |
| Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
| Γλώσσα: | English |
| Έκδοση: |
New York, NY :
Springer New York : Imprint: Springer,
2015.
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| Θέματα: | |
| Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- 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.
