Cognitive effort: A neuroeconomic approach

Cognitive Control Predicts Use of Model-based Reinforcement Learning

(2015) A. Ross Otto et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Hierarchical control over effortful behavior by rodent medial frontal cortex: A computational model.

(2015) Clay B. Holroyd et al.   PSYCHOLOGICAL REVIEW

Cognitive effort avoidance and detection in people with schizophrenia

(2014) James M. Gold et al.   COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE

Multitasking versus multiplexing: Toward a normative account of limitations in the simultaneous execution of control-demanding behaviors

(2014) S. F. Feng et al.   COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE

Learning To Minimize Efforts versus Maximizing Rewards: Computational Principles and Neural Correlates

(2014) V. Skvortsova et al.   JOURNAL OF NEUROSCIENCE

Neural Computations Underlying Arbitration between Model-Based and Model-free Learning

(2014) Sang Wan Lee et al.   NEURON

Dopamine Antagonism Decreases Willingness to Expend Physical, But Not Cognitive, Effort: A Comparison of Two Rodent Cost/Benefit Decision-Making Tasks

(2014) Jay G Hosking et al.   NEUROPSYCHOPHARMACOLOGY

Overlapping Neural Systems Represent Cognitive Effort and Reward Anticipation

(2014) Eliana Vassena et al.   PLoS One

Spatially Distributed Effects of Mental Exhaustion on Resting-State FMRI Networks

(2014) Fabrizio Esposito et al.   PLoS One

A multifaceted investigation of the link between mental fatigue and task disengagement

(2014) Jesper F. Hopstaken et al.   PSYCHOPHYSIOLOGY

Why self-control seems (but may not be) limited

(2014) Michael Inzlicht et al.   TRENDS IN COGNITIVE SCIENCES

An opportunity cost model of subjective effort and task performance

(2013) Robert Kurzban et al.   BEHAVIORAL AND BRAIN SCIENCES

Negative Symptoms of Schizophrenia Are Associated with Abnormal Effort-Cost Computations

(2013) James M. Gold et al.   BIOLOGICAL PSYCHIATRY

Pupil dilation in the Simon task as a marker of conflict processing

(2013) Henk van Steenbergen et al.   Frontiers in Human Neuroscience

Limited Encoding of Effort by Dopamine Neurons in a Cost-Benefit Trade-off Task

(2013) B. Pasquereau et al.   JOURNAL OF NEUROSCIENCE

Neural Integration of Risk and Effort Costs by the Frontal Pole: Only upon Request

(2013) C. J. Burke et al.   JOURNAL OF NEUROSCIENCE

Effort and Valuation in the Brain: The Effects of Anticipation and Execution

(2013) I. T. Kurniawan et al.   JOURNAL OF NEUROSCIENCE

Impulsivity and Self-Control during Intertemporal Decision Making Linked to the Neural Dynamics of Reward Value Representation

(2013) K. Jimura et al.   JOURNAL OF NEUROSCIENCE

Delay discounting of monetary rewards over a wide range of amounts

(2013) Leonard Green et al.   JOURNAL OF THE EXPERIMENTAL ANALYSIS OF BEHAVIOR

Multi-task connectivity reveals flexible hubs for adaptive task control

(2013) Michael W Cole et al.   NATURE NEUROSCIENCE

The Will to Persevere Induced by Electrical Stimulation of the Human Cingulate Gyrus

(2013) Josef Parvizi et al.   NEURON

The Expected Value of Control: An Integrative Theory of Anterior Cingulate Cortex Function

(2013) Amitai Shenhav et al.   NEURON

Neural substrates underlying effort computation in schizophrenia

(2013) Gagan Fervaha et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Neural and Behavioral Evidence for an Intrinsic Cost of Self-Control

(2013) Wouter Kool et al.   PLoS One

What Is the Subjective Cost of Cognitive Effort? Load, Trait, and Aging Effects Revealed by Economic Preference

(2013) Andrew Westbrook et al.   PLoS One

Beliefs about willpower determine the impact of glucose on self-control

(2013) V. Job et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Neurocomputational account of how the human brain decides when to have a break

(2013) F. Meyniel et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Sleep Drives Metabolite Clearance from the Adult Brain

(2013) L. Xie et al.   SCIENCE

Working memory management and predicted utility

(2013) Christopher H. Chatham et al.   Frontiers in Behavioral Neuroscience

Interactions between deliberation and delay-discounting in rats

(2012) Andrew E. Papale et al.   COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE

How to set the switches on this thing

(2012) Peter Dayan   CURRENT OPINION IN NEUROBIOLOGY

Reduction of Metabolic Cost during Motor Learning of Arm Reaching Dynamics

(2012) H. J. Huang et al.   JOURNAL OF NEUROSCIENCE

Dopaminergic Mechanisms of Individual Differences in Human Effort-Based Decision-Making

(2012) M. T. Treadway et al.   JOURNAL OF NEUROSCIENCE

The Behavioral Pharmacology of Effort-related Choice Behavior: Dopamine, Adenosine and Beyond

(2012) John D Salamone et al.   JOURNAL OF THE EXPERIMENTAL ANALYSIS OF BEHAVIOR

Rational regulation of learning dynamics by pupil-linked arousal systems

(2012) Matthew R Nassar et al.   NATURE NEUROSCIENCE

Mechanisms underlying cortical activity during value-guided choice

(2012) Laurence T Hunt et al.   NATURE NEUROSCIENCE

Sensitivity to Cognitive Effort Mediates Psychostimulant Effects on a Novel Rodent Cost/Benefit Decision-Making Task

(2012) Paul J Cocker et al.   NEUROPSYCHOPHARMACOLOGY

The Decision to Engage Cognitive Control Is Driven by Expected Reward-Value: Neural and Behavioral Evidence

(2012) Matthew L. Dixon et al.   PLoS One

Salience driven value integration explains decision biases and preference reversal

(2012) K. Tsetsos et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Pupil dilation deconvolution reveals the dynamics of attention at high temporal resolution

(2012) S. M. Wierda et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Neural correlates of mental effort evaluation— involvement of structures related to self-awareness

(2012) Tobias Otto et al.   Social Cognitive and Affective Neuroscience

The variable nature of cognitive control: a dual mechanisms framework

(2012) Todd S. Braver   TRENDS IN COGNITIVE SCIENCES

Motivation of extended behaviors by anterior cingulate cortex

(2012) Clay B. Holroyd et al.   TRENDS IN COGNITIVE SCIENCES

Neural Mechanisms Underlying Motivation of Mental Versus Physical Effort

(2012) Liane Schmidt et al.   PLOS BIOLOGY

Neurobiology of Economic Choice: A Good-Based Model

(2011) Camillo Padoa-Schioppa   Annual Review of Neuroscience

Inverted-U–Shaped Dopamine Actions on Human Working Memory and Cognitive Control

(2011) Roshan Cools et al.   BIOLOGICAL PSYCHIATRY

The Involvement of the Dopaminergic Midbrain and Cortico-Striatal-Thalamic Circuits in the Integration of Reward Prospect and Attentional Task Demands

(2011) R. M. Krebs et al.   CEREBRAL CORTEX

Effects of performance feedback on cardiovascular reactivity and frontal EEG asymmetry

(2011) Stephen H. Fairclough et al.   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

Transient Suppression of Broadband Gamma Power in the Default-Mode Network Is Correlated with Task Complexity and Subject Performance

(2011) T. Ossandon et al.   JOURNAL OF NEUROSCIENCE

Amping Up Effort: Effects of d-Amphetamine on Human Effort-Based Decision-Making

(2011) M. C. Wardle et al.   JOURNAL OF NEUROSCIENCE

Double dissociation of value computations in orbitofrontal and anterior cingulate neurons

(2011) Steven W Kennerley et al.   NATURE NEUROSCIENCE

Model-Based Influences on Humans' Choices and Striatal Prediction Errors

(2011) Nathaniel D. Daw et al.   NEURON

Why Don't You Try Harder? An Investigation of Effort Production in Major Depression

(2011) Marie-Laure Cléry-Melin et al.   PLoS One

Does the brain calculate value?

(2011) Ivo Vlaev et al.   TRENDS IN COGNITIVE SCIENCES

Differential effects on effort discounting induced by inactivations of the nucleus accumbens core or shell.

(2010) Sarvin Ghods-Sharifi et al.   BEHAVIORAL NEUROSCIENCE

Neural representations of subjective reward value

(2010) J. Peters et al.   BEHAVIOURAL BRAIN RESEARCH

Choosing to Make an Effort: The Role of Striatum in Signaling Physical Effort of a Chosen Action

(2010) I. T. Kurniawan et al.   JOURNAL OF NEUROPHYSIOLOGY

An “As Soon As Possible” Effect in Human Intertemporal Decision Making: Behavioral Evidence and Neural Mechanisms

(2010) Joseph W. Kable et al.   JOURNAL OF NEUROPHYSIOLOGY

Neurons in the Rat Anterior Cingulate Cortex Dynamically Encode Cost-Benefit in a Spatial Decision-Making Task

(2010) K. L. Hillman et al.   JOURNAL OF NEUROSCIENCE

Separate Valuation Subsystems for Delay and Effort Decision Costs

(2010) C. Prevost et al.   JOURNAL OF NEUROSCIENCE

Ventromedial and Orbital Prefrontal Neurons Differentially Encode Internally and Externally Driven Motivational Values in Monkeys

(2010) S. Bouret et al.   JOURNAL OF NEUROSCIENCE

Visual fixations and the computation and comparison of value in simple choice

(2010) Ian Krajbich et al.   NATURE NEUROSCIENCE

Episodic Future Thinking Reduces Reward Delay Discounting through an Enhancement of Prefrontal-Mediotemporal Interactions

(2010) Jan Peters et al.   NEURON

Opponency Revisited: Competition and Cooperation Between Dopamine and Serotonin

(2010) Y-Lan Boureau et al.   NEUROPSYCHOPHARMACOLOGY

Prefrontal cortex, cognitive control, and the registration of decision costs

(2010) Joseph T. McGuire et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

How the brain integrates costs and benefits during decision making

(2010) U. Basten et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Prefrontal cortex mediation of cognitive enhancement in rewarding motivational contexts

(2010) K. Jimura et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Does mind wandering reflect executive function or executive failure? Comment on Smallwood and Schooler (2006) and Watkins (2008).

(2010) Jennifer C. McVay et al.   PSYCHOLOGICAL BULLETIN

The Neuropsychopharmacology of Fronto-Executive Function: Monoaminergic Modulation

(2009) T.W. Robbins et al.   Annual Review of Neuroscience

Differential actions of adenosine A1 and A2A antagonists on the effort-related effects of dopamine D2 antagonism

(2009) John D. Salamone et al.   BEHAVIOURAL BRAIN RESEARCH

Effort discounting in human nucleus accumbens

(2009) M. M. Botvinick et al.   COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE

Comparing the role of the anterior cingulate cortex and 6-hydroxydopamine nucleus accumbens lesions on operant effort-based decision making

(2009) Mark E. Walton et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Pathological gamblers discount probabilistic rewards less steeply than matched controls.

(2009) Gregory J. Madden et al.   EXPERIMENTAL AND CLINICAL PSYCHOPHARMACOLOGY

Cognitive functioning in major depression – a summary

(2009) Åsa Hammar   Frontiers in Human Neuroscience

Mental fatigue impairs physical performance in humans

(2009) Samuele M. Marcora et al.   JOURNAL OF APPLIED PHYSIOLOGY

Encoding of Marginal Utility across Time in the Human Brain

(2009) A. Pine et al.   JOURNAL OF NEUROSCIENCE

Effort-Based Cost-Benefit Valuation and the Human Brain

(2009) P. L. Croxson et al.   JOURNAL OF NEUROSCIENCE

Motivation and cognitive control in the human prefrontal cortex

(2009) Frédérique Kouneiher et al.   NATURE NEUROSCIENCE

Separate Neural Mechanisms Underlie Choices and Strategic Preferences in Risky Decision Making

(2009) Vinod Venkatraman et al.   NEURON

The Neurobiology of Decision: Consensus and Controversy

(2009) Joseph W. Kable et al.   NEURON

Impact of Working Memory Load on fMRI Resting State Pattern in Subsequent Resting Phases

(2009) Martin Pyka et al.   PLoS One

Endogenous Human Brain Dynamics Recover Slowly Following Cognitive Effort

(2009) Anna Barnes et al.   PLoS One

Obese women show greater delay discounting than healthy-weight women

(2008) Rosalyn E. Weller et al.   APPETITE

The Adaptive Brain: Aging and Neurocognitive Scaffolding

(2008) Denise C. Park et al.   Annual Review of Psychology

Mental fatigue: Costs and benefits

(2008) Maarten A.S. Boksem et al.   BRAIN RESEARCH REVIEWS

Motivational influences on cognitive control: Behavior, brain activation, and individual differences

(2008) H. S. LOCKE et al.   COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE

Neurons in the Frontal Lobe Encode the Value of Multiple Decision Variables

(2008) Steven W. Kennerley et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

A framework for studying the neurobiology of value-based decision making

(2008) Antonio Rangel et al.   NATURE REVIEWS NEUROSCIENCE

Heuristics made easy: An effort-reduction framework.

(2008) Anuj K. Shah et al.   PSYCHOLOGICAL BULLETIN

Neuroeconomics

(2007) George Loewenstein et al.   Annual Review of Psychology