An Introduction to Model-Based Cognitive Neuroscience

<p>0 Preface</p><p><p><p>1 An Introduction to Cognitive Modeling</p><p>Simon Farrell, Stephan Lewandowsky</p><p> </p><p>2 An Introduction to Good Practices in Cognitive Modeling</p><p>Andrew Heathcote, Scott D. Brown, Eric-Jan Wagenmakers</p><p> </p><p>3 An Introduction to the Diffusion Model of Decision Making</p><p>Philip L. Smith, Roger Ratcliff</p><p> </p><p>4 An Introduction to Human Brain Anatomy</p><p>Birte U. Forstmann, Max C. Keuken, Anneke Alkemade</p><p> </p><p>5 An Introduction to fMRI</p><p>F. Gregory Ashby</p><p> </p><p>6 An Introduction to Neuroscientific Methods: Single-cell Recordings</p><p>Veit Stuphorn, Xiaomo Chen</p><p> </p><p>7 Model-Based Cognitive Neuroscience: A Conceptual Introduction</p><p>Birte U. Forstmann, Eric-Jan Wagenmakers</p><p> </p><p>8 Linking Across Levels of Computation in Model-based Cognitive Neuroscience</p><p>Michael J. Frank</p><p> </p><p>9 Bayesian Models in Cognitive Neuroscience: A Tutorial</p><p>Jill X. O’Reilly, Rogier B. Mars</p><p> </p><p>10 Constraining Cognitive Abstractions Through Bayesian Modeling</p><p>Brandon M. Turner</p><p> </p><p>11 Predictive Coding in Sensory Cortex</p><p>Peter Kok, Floris P. de Lange</p><p> </p><p>12 Using Human Neuroimaging to Examine Top-down Modulation of Visual Perception   Thomas C. Sprague, John T. Serences</p><p> </p><p>13 Distinguishing between Models of Perceptual Decision Making</p><p>Jochen Ditterich</p><p> </p><p>14 Optimal Decision Making in the Cortico-Basal-Ganglia Circuit</p><p>Rafal Bogacz</p><p> </p><p>15 Inhibitory Control in Mind and Brain: The Mathematics and Neurophysiology of the Underlying Computation</p><p>Gordon D. Logan, Jeffrey D. Schall, Thomas J. Palmeri</p><p> </p><p>16 Reciprocal Interactions of Computational Modeling and Empirical Investigation</p><p>William H. Alexander, Joshua W. Brown</p><p> </p><p>17 Using the ACT-R Cognitive Architecture in Combination with fMRI Data</p>Jelmer P. Borst, John R. Anderson