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Jan 2012
ISBN 0262016435
464 pp.
52 illus.
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Neural Basis of Motivational and Cognitive Control
Rogier B. Mars , Jerome Sallet , Matthew F. S. Rushworth and Nick Yeung

This volume offers a range of perspectives on a simple problem: How does the brain choose efficiently and adaptively among options to ensure coherent, goal-directed behavior? The contributors, from fields as varied as anatomy, psychology, learning theory, neuroimaging, neurophysiology, behavioral economics, and computational modeling, present an overview of key approaches in the study of cognitive control and decision making. The book not only presents a survey of cutting-edge research on the topic, it also provides a handbook useful to psychologists, biologists, economists, and neuroscientists alike.

The contributors consider such topics as the anatomical and physiological basis of control, examining core components of the control system, including contributions of the cerebral cortex, the ways in which subcortical brain regions underpin the control functions of the cortex, and neurotransmitter systems; variations in control seen in the development from adolescence to adulthood, in healthy adults, and in patient populations; recent developments in computational approaches, including reinforcement learning; and overarching trends in the current literature, including neuroeconomics, social decision making, and model-based approaches to data from neuroimaging and electrophysiology.

Table of Contents
 Preface
I ANATOMICAL BASIS OF CONTROL
1 Neuroanatomical Basis of Motivational and Cognitive Control: A Focus on the Medial and Lateral Prefrontal Cortex
by Jerome Sallet, Rogier B. Mars, Rene Quilodran, Emmanuel Procyk, Michael Petrides, and Matthew F. S. Rushworth
2 Neural Circuits of Reward and Decision Making: Integrative Networks across Corticobasal Ganglia Loops
by Suzanne N. Haber
3 Neurochemistry of Performance Monitoring
by Markus Ullsperger
II A CORTICAL PERSPECTIVE ON THE FUNCTIONAL BASIS OF CONTROL
4 Contributions of Ventromedial Prefrontal and Frontal Polar Cortex to Reinforcement Learning and Value-Based Choice
by Erie D. Boorman and MaryAnn P. Noonan
5 Decision Making in Frontal Cortex: From Single Units to fMRI
by Steven W. Kennerley and Philippe N. Tobler
6 A Comparative Perspective on Executive and Motivational Control by the Medial Prefrontal Cortex
by Mark Laubach
7 Formal Concept Analysis: Classical and Fuzzy
by Radim Belohlavek
8 A Role for Posterior Cingulate Cortex in Policy Switching and Cognitive Control
by John M. Pearson, Benjamin Y. Hayden, and Michael L. Platt
III A SUBCORTICAL PERSPECTIVE ON THE FUNCTIONAL BASIS OF CONTROL
9 Subcortical Contributions to the Motivational and Cognitive Control of Instrumental Performance by Pavlovian and Discriminative Stimuli
by Mimi Liljeholm and John P. O'Doherty
10 The Influence of Dopamine in Generating Action from Motivation
by Mark E. Walton, Jerylin O. Gan, and Paul E. M. Phillips
11 Fronto-Basal-Ganglia Circuits for Stopping Action
by Ian Greenhouse, Nicole C. Swann, and Adam R. Aron
12 Learning, the P3, and the Locus Coeruleus-Norepinephrine System
by Sander Nieuwenhuis
IV INDIVIDUAL VARIATIONS IN CONTROL
13 The Neurocognitive Development of Social Decision Making
by Wouter van den Bos and Eveline A. Crone
14 Motivational Modulation of Action Control: How Interindividual Variability May Shed Light on the Motivation-Control Interface and Its Neurocognitive Mechanisms
by K. Richard Ridderinkhof, Michael X Cohen, and Birte U. Forstmann
15 Pathological Changes in Performance Monitoring
by Ellen R. A. de Bruijn and Markus Ullsperger
V COMPUTATIONAL MODELS OF MOTIVATIONAL AND COGNITIVE CONTROL
16 Neural Correlates of Hierarchical Reinforcement Learning
by Jose J. F. Ribas-Fernandes, Yael Niv, and Matthew M. Botvinick
17 Reinforcement Learning, Conflict Monitoring, and Cognitive Control: An Integrative Model of Cingulate-Striatal Interactions and the ERN
by Jose J. F. Ribas-Fernandes, Yael Niv, and Matthew M. Botvinick
18 An Integrative Theory of Anterior Cingulate Cortex Function: Option Selection in Hierarchical Reinforcement Learning
by Clay B. Holroyd and Nick Yeung
19 Meta-Learning, Cognitive Control, and Physiological Interactions between Medial and Lateral Prefrontal Cortex
by Mehdi Khamassi, Charles R. E. Wilson, Marie Rothe, Rene Quilodran, Peter F. Dominey, and Emmanuel Procyk
20 Wherefore a Horse Race: Inhibitory Control as Rational Decision Making
by Pradeep Shenoy and Angela J. Yu
VI PERSPECTIVES
21 The Neuroeconomics of Cognitive Control
by Gabriele Chierchia and Giorgio Coricelli
22 Frames of Reference in Human Social Decision Making
by Laurence T. Hunt and Timothy E. J. Behrens
23 Model-Based Approaches to the Study of the Neural Basis of Cognitive Control
by Sven Bestmann and Rogier B. Mars
 Glossary of Symbols
 Contributors
 Index
 
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Related Topics
Neuroscience
Psychology, Cognitive Science


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