- Title Pages
- Preface
-
I ANATOMICAL BASIS OF CONTROL -
1 Neuroanatomical Basis of Motivational and Cognitive Control: A Focus on the Medial and Lateral Prefrontal Cortex -
2 Neural Circuits of Reward and Decision Making: Integrative Networks across Corticobasal Ganglia Loops -
3 Neurochemistry of Performance Monitoring -
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 -
5 Decision Making in Frontal Cortex: From Single Units to fMRI -
6 A Comparative Perspective on Executive and Motivational Control by the Medial Prefrontal Cortex -
7 Top-Down Control over the Motor Cortex -
8 A Role for Posterior Cingulate Cortex in Policy Switching and Cognitive Control -
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 -
10 The Influence of Dopamine in Generating Action from Motivation -
11 Fronto-Basal-Ganglia Circuits for Stopping Action -
12 Learning, the P3, and the Locus Coeruleus-Norepinephrine System -
IV INDIVIDUAL VARIATIONS IN CONTROL -
13 The Neurocognitive Development of Social Decision Making -
14 Motivational Modulation of Action Control: How Interindividual Variability May Shed Light on the Motivation-Control Interface and Its Neurocognitive Mechanisms -
15 Pathological Changes in Performance Monitoring -
V COMPUTATIONAL MODELS OF MOTIVATIONAL AND COGNITIVE CONTROL -
16 Neural Correlates of Hierarchical Reinforcement Learning -
17 Reinforcement Learning, Conflict Monitoring, and Cognitive Control: An Integrative Model of Cingulate-Striatal Interactions and the ERN -
18 An Integrative Theory of Anterior Cingulate Cortex Function: Option Selection in Hierarchical Reinforcement Learning -
19 Meta-Learning, Cognitive Control, and Physiological Interactions between Medial and Lateral Prefrontal Cortex -
20 Wherefore a Horse Race: Inhibitory Control as Rational Decision Making -
VI PERSPECTIVES -
21 The Neuroeconomics of Cognitive Control -
22 Frames of Reference in Human Social Decision Making -
23 Model-Based Approaches to the Study of the Neural Basis of Cognitive Control - List of Contributors
- Index
Reinforcement Learning, Conflict Monitoring, and Cognitive Control: An Integrative Model of Cingulate-Striatal Interactions and the ERN
Reinforcement Learning, Conflict Monitoring, and Cognitive Control: An Integrative Model of Cingulate-Striatal Interactions and the ERN
- Chapter:
- (p.310) (p.311) 17 Reinforcement Learning, Conflict Monitoring, and Cognitive Control: An Integrative Model of Cingulate-Striatal Interactions and the ERN
- Source:
- Neural Basis of Motivational and Cognitive Control
- Author(s):
Jeffrey Cockburn
Michael Frank
- Publisher:
- The MIT Press
This chapter proposes a model in which the activity of the anterior cingulate cortex (ACC) is modulated in part by reinforcement learning processes in the basal ganglia. It describes how this relationship may lead to a better understanding of the error-related negativity (ERN). The conflict monitoring theory of the ERN is also discussed. Finally, the chapter describes the core basal ganglia model and its role in reinforcement learning and action selection.
Keywords: anterior cingulate cortex, ACC, reinforcement learning, basal ganglia, error-related negativity, ERN, conflict monitoring theory, action selection
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- Title Pages
- Preface
-
I ANATOMICAL BASIS OF CONTROL -
1 Neuroanatomical Basis of Motivational and Cognitive Control: A Focus on the Medial and Lateral Prefrontal Cortex -
2 Neural Circuits of Reward and Decision Making: Integrative Networks across Corticobasal Ganglia Loops -
3 Neurochemistry of Performance Monitoring -
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 -
5 Decision Making in Frontal Cortex: From Single Units to fMRI -
6 A Comparative Perspective on Executive and Motivational Control by the Medial Prefrontal Cortex -
7 Top-Down Control over the Motor Cortex -
8 A Role for Posterior Cingulate Cortex in Policy Switching and Cognitive Control -
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 -
10 The Influence of Dopamine in Generating Action from Motivation -
11 Fronto-Basal-Ganglia Circuits for Stopping Action -
12 Learning, the P3, and the Locus Coeruleus-Norepinephrine System -
IV INDIVIDUAL VARIATIONS IN CONTROL -
13 The Neurocognitive Development of Social Decision Making -
14 Motivational Modulation of Action Control: How Interindividual Variability May Shed Light on the Motivation-Control Interface and Its Neurocognitive Mechanisms -
15 Pathological Changes in Performance Monitoring -
V COMPUTATIONAL MODELS OF MOTIVATIONAL AND COGNITIVE CONTROL -
16 Neural Correlates of Hierarchical Reinforcement Learning -
17 Reinforcement Learning, Conflict Monitoring, and Cognitive Control: An Integrative Model of Cingulate-Striatal Interactions and the ERN -
18 An Integrative Theory of Anterior Cingulate Cortex Function: Option Selection in Hierarchical Reinforcement Learning -
19 Meta-Learning, Cognitive Control, and Physiological Interactions between Medial and Lateral Prefrontal Cortex -
20 Wherefore a Horse Race: Inhibitory Control as Rational Decision Making -
VI PERSPECTIVES -
21 The Neuroeconomics of Cognitive Control -
22 Frames of Reference in Human Social Decision Making -
23 Model-Based Approaches to the Study of the Neural Basis of Cognitive Control - List of Contributors
- Index