Human and rodent homologies in action control: corticostriatal determinants of goal-directed and habitual action.

PubWeight™: 6.00‹?› | Rank: Top 1%

🔗 View Article (PMC 3055420)

Published in Neuropsychopharmacology on January 01, 2010

Authors

Bernard W Balleine1, John P O'Doherty

Author Affiliations

1: Brain and Mind Research Institute, University of Sydney, Camperdown, NSW, Australia. balleine@med.usyd.edu.au

Associated clinical trials:

Effects of Intranasal Oxytocin Administration on Social Influence Effects on Pain | NCT03060031

Articles citing this

(truncated to the top 100)

Dopamine in motivational control: rewarding, aversive, and alerting. Neuron (2010) 6.26

Model-based influences on humans' choices and striatal prediction errors. Neuron (2011) 4.58

Attention bias modification treatment: a meta-analysis toward the establishment of novel treatment for anxiety. Biol Psychiatry (2010) 3.96

Autism-associated neuroligin-3 mutations commonly impair striatal circuits to boost repetitive behaviors. Cell (2014) 3.19

Goal-directed and habitual control in the basal ganglia: implications for Parkinson's disease. Nat Rev Neurosci (2010) 3.05

Ventromedial prefrontal-subcortical systems and the generation of affective meaning. Trends Cogn Sci (2012) 3.03

Opponency revisited: competition and cooperation between dopamine and serotonin. Neuropsychopharmacology (2010) 2.34

Disruption in the balance between goal-directed behavior and habit learning in obsessive-compulsive disorder. Am J Psychiatry (2011) 2.24

A link between FTO, ghrelin, and impaired brain food-cue responsivity. J Clin Invest (2013) 2.23

Neural computations underlying arbitration between model-based and model-free learning. Neuron (2014) 2.20

Rescuing cocaine-induced prefrontal cortex hypoactivity prevents compulsive cocaine seeking. Nature (2013) 2.15

Mapping value based planning and extensively trained choice in the human brain. Nat Neurosci (2012) 2.09

Goals and habits in the brain. Neuron (2013) 2.08

From prediction error to incentive salience: mesolimbic computation of reward motivation. Eur J Neurosci (2012) 2.02

Goal representations and motivational drive in schizophrenia: the role of prefrontal-striatal interactions. Schizophr Bull (2010) 2.01

Amygdala central nucleus interacts with dorsolateral striatum to regulate the acquisition of habits. J Neurosci (2012) 2.00

Dorsal striatum is necessary for stimulus-value but not action-value learning in humans. Brain (2014) 1.98

Chronic pain. Decreased motivation during chronic pain requires long-term depression in the nucleus accumbens. Science (2014) 1.90

Serotonin and dopamine: unifying affective, activational, and decision functions. Neuropsychopharmacology (2010) 1.87

Negative symptoms and the failure to represent the expected reward value of actions: behavioral and computational modeling evidence. Arch Gen Psychiatry (2012) 1.73

Basal ganglia contributions to motor control: a vigorous tutor. Curr Opin Neurobiol (2010) 1.73

Orbitofrontal and striatal circuits dynamically encode the shift between goal-directed and habitual actions. Nat Commun (2013) 1.70

Speed/accuracy trade-off between the habitual and the goal-directed processes. PLoS Comput Biol (2011) 1.68

Overlapping neural systems mediating extinction, reversal and regulation of fear. Trends Cogn Sci (2010) 1.67

The neurobiology of psychopathic traits in youths. Nat Rev Neurosci (2013) 1.67

Insight into the relationship between impulsivity and substance abuse from studies using animal models. Alcohol Clin Exp Res (2010) 1.62

The ubiquity of model-based reinforcement learning. Curr Opin Neurobiol (2012) 1.61

Habitual alcohol seeking: time course and the contribution of subregions of the dorsal striatum. Biol Psychiatry (2012) 1.61

Functional neuroimaging of avoidance habits in obsessive-compulsive disorder. Am J Psychiatry (2014) 1.56

Working-memory capacity protects model-based learning from stress. Proc Natl Acad Sci U S A (2013) 1.55

Habits, action sequences and reinforcement learning. Eur J Neurosci (2012) 1.54

Dopamine enhances model-based over model-free choice behavior. Neuron (2012) 1.53

Mechanisms of hierarchical reinforcement learning in corticostriatal circuits 1: computational analysis. Cereb Cortex (2011) 1.49

Disorders of compulsivity: a common bias towards learning habits. Mol Psychiatry (2014) 1.48

Towards a scientific concept of free will as a biological trait: spontaneous actions and decision-making in invertebrates. Proc Biol Sci (2010) 1.45

Disruption of dorsolateral prefrontal cortex decreases model-based in favor of model-free control in humans. Neuron (2013) 1.45

Differentiating neural systems mediating the acquisition vs. expression of goal-directed and habitual behavioral control. Eur J Neurosci (2015) 1.43

Contributions of the striatum to learning, motivation, and performance: an associative account. Trends Cogn Sci (2012) 1.42

Neuropsychological function in children with primary complex motor stereotypies. Dev Med Child Neurol (2014) 1.42

Learning from experience: event-related potential correlates of reward processing, neural adaptation, and behavioral choice. Neurosci Biobehav Rev (2012) 1.38

Cortical activation of accumbens hyperpolarization-active NMDARs mediates aversion-resistant alcohol intake. Nat Neurosci (2013) 1.35

Reversal learning as a measure of impulsive and compulsive behavior in addictions. Psychopharmacology (Berl) (2011) 1.34

Enhanced avoidance habits in obsessive-compulsive disorder. Biol Psychiatry (2013) 1.33

The insula: a critical neural substrate for craving and drug seeking under conflict and risk. Ann N Y Acad Sci (2014) 1.33

Synchronized drumming enhances activity in the caudate and facilitates prosocial commitment--if the rhythm comes easily. PLoS One (2011) 1.33

Chronic alcohol produces neuroadaptations to prime dorsal striatal learning. Proc Natl Acad Sci U S A (2013) 1.30

Posterior dorsomedial striatum is critical for both selective instrumental and Pavlovian reward learning. Eur J Neurosci (2010) 1.30

The roles of dopamine and serotonin in decision making: evidence from pharmacological experiments in humans. Neuropsychopharmacology (2010) 1.28

Acute stress influences neural circuits of reward processing. Front Neurosci (2012) 1.28

Neurobiological substrates of Tourette's disorder. J Child Adolesc Psychopharmacol (2010) 1.27

Both Risk and Reward are Processed Differently in Decisions Made Under Stress. Curr Dir Psychol Sci (2012) 1.27

Multiple roles for orexin/hypocretin in addiction. Prog Brain Res (2012) 1.26

Reversible online control of habitual behavior by optogenetic perturbation of medial prefrontal cortex. Proc Natl Acad Sci U S A (2012) 1.24

Distinction between Externally vs. Internally Guided Decision-Making: Operational Differences, Meta-Analytical Comparisons and Their Theoretical Implications. Front Neurosci (2012) 1.24

Model-based and model-free Pavlovian reward learning: revaluation, revision, and revelation. Cogn Affect Behav Neurosci (2014) 1.22

New developments in human neurocognition: clinical, genetic, and brain imaging correlates of impulsivity and compulsivity. CNS Spectr (2014) 1.22

Actions, action sequences and habits: evidence that goal-directed and habitual action control are hierarchically organized. PLoS Comput Biol (2013) 1.22

Contextual control of instrumental actions and habits. J Exp Psychol Anim Learn Cogn (2014) 1.21

Aberrant learning and memory in addiction. Neurobiol Learn Mem (2011) 1.19

Dissecting impulsivity and its relationships to drug addictions. Ann N Y Acad Sci (2014) 1.19

Model-based and model-free mechanisms of human motor learning. Adv Exp Med Biol (2013) 1.19

Social and monetary reward processing in autism spectrum disorders. Mol Autism (2012) 1.18

The mixed instrumental controller: using value of information to combine habitual choice and mental simulation. Front Psychol (2013) 1.18

Neural correlates of instrumental contingency learning: differential effects of action-reward conjunction and disjunction. J Neurosci (2011) 1.16

Individual differences and social influences on the neurobehavioral pharmacology of abused drugs. Pharmacol Rev (2013) 1.16

The enigmatic persistence of anorexia nervosa. Am J Psychiatry (2013) 1.15

The thalamostriatal pathway and cholinergic control of goal-directed action: interlacing new with existing learning in the striatum. Neuron (2013) 1.14

Of goals and habits: age-related and individual differences in goal-directed decision-making. Front Neurosci (2013) 1.13

Activation of μ-opioid receptors in the dorsal striatum is necessary for adult social attachment in monogamous prairie voles. Neuropsychopharmacology (2011) 1.13

Choice coding in frontal cortex during stimulus-guided or action-guided decision-making. J Neurosci (2013) 1.13

Ventral striatal dopamine reflects behavioral and neural signatures of model-based control during sequential decision making. Proc Natl Acad Sci U S A (2015) 1.13

Molecular substrates of action control in cortico-striatal circuits. Prog Neurobiol (2011) 1.12

GluN2B in corticostriatal circuits governs choice learning and choice shifting. Nat Neurosci (2013) 1.10

Reliance on habits at the expense of goal-directed control following dopamine precursor depletion. Psychopharmacology (Berl) (2011) 1.10

Action control is mediated by prefrontal BDNF and glucocorticoid receptor binding. Proc Natl Acad Sci U S A (2012) 1.09

Ethanol modulation of synaptic plasticity. Neuropharmacology (2010) 1.09

Distinct basal ganglia circuits controlling behaviors guided by flexible and stable values. Neuron (2013) 1.09

Decision making and reward in frontal cortex: complementary evidence from neurophysiological and neuropsychological studies. Behav Neurosci (2011) 1.08

Goal-directed learning and obsessive-compulsive disorder. Philos Trans R Soc Lond B Biol Sci (2014) 1.07

Fronto-striatal dysregulation in drug addiction and pathological gambling: Consistent inconsistencies? Neuroimage Clin (2013) 1.07

The role of the basal ganglia in learning and memory: insight from Parkinson's disease. Neurobiol Learn Mem (2011) 1.07

An update on the connections of the ventral mesencephalic dopaminergic complex. Neuroscience (2014) 1.06

The dorsomedial striatum encodes net expected return, critical for energizing performance vigor. Nat Neurosci (2013) 1.05

Neural mechanisms underlying paradoxical performance for monetary incentives are driven by loss aversion. Neuron (2012) 1.05

The orbitofrontal cortex regulates outcome-based decision-making via the lateral striatum. Eur J Neurosci (2013) 1.05

Cognitive control predicts use of model-based reinforcement learning. J Cogn Neurosci (2015) 1.05

Nucleus accumbens mediates relative motivation for rewards in the absence of choice. Front Hum Neurosci (2011) 1.03

Effects of repeated cocaine exposure on habit learning and reversal by N-acetylcysteine. Neuropsychopharmacology (2014) 1.03

Single-neuron mechanisms underlying cost-benefit analysis in frontal cortex. J Neurosci (2013) 1.03

Differential entrainment and learning-related dynamics of spike and local field potential activity in the sensorimotor and associative striatum. J Neurosci (2014) 1.02

Parallel basal ganglia circuits for voluntary and automatic behaviour to reach rewards. Brain (2015) 1.01

Mechanisms for widespread hippocampal involvement in cognition. J Exp Psychol Gen (2013) 1.01

Putting desire on a budget: dopamine and energy expenditure, reconciling reward and resources. Front Integr Neurosci (2012) 1.00

The influence of emotion regulation on decision-making under risk. J Cogn Neurosci (2011) 1.00

Rodent versions of the iowa gambling task: opportunities and challenges for the understanding of decision-making. Front Neurosci (2011) 0.99

Striatal involvement in human alcoholism and alcohol consumption, and withdrawal in animal models. Alcohol Clin Exp Res (2011) 0.99

Models of morality. Trends Cogn Sci (2013) 0.98

Rapid, transient synaptic plasticity in addiction. Neuropharmacology (2013) 0.98

Prelimbic and infralimbic neurons signal distinct aspects of appetitive instrumental behavior. PLoS One (2013) 0.98

Human dorsal striatum encodes prediction errors during observational learning of instrumental actions. J Cogn Neurosci (2011) 0.97

Articles cited by this

(truncated to the top 100)

A neural substrate of prediction and reward. Science (1997) 31.30

Parallel organization of functionally segregated circuits linking basal ganglia and cortex. Annu Rev Neurosci (1986) 18.17

Neural systems of reinforcement for drug addiction: from actions to habits to compulsion. Nat Neurosci (2005) 16.18

Predictive reward signal of dopamine neurons. J Neurophysiol (1998) 15.02

Dissociable roles of ventral and dorsal striatum in instrumental conditioning. Science (2004) 11.67

The organization of networks within the orbital and medial prefrontal cortex of rats, monkeys and humans. Cereb Cortex (2000) 11.57

Cortical substrates for exploratory decisions in humans. Nature (2006) 10.73

A framework for mesencephalic dopamine systems based on predictive Hebbian learning. J Neurosci (1996) 9.54

Abstract reward and punishment representations in the human orbitofrontal cortex. Nat Neurosci (2001) 9.49

Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control. Nat Neurosci (2005) 9.16

Emotion and motivation: the role of the amygdala, ventral striatum, and prefrontal cortex. Neurosci Biobehav Rev (2002) 8.78

Functional architecture of basal ganglia circuits: neural substrates of parallel processing. Trends Neurosci (1990) 8.61

Temporal difference models and reward-related learning in the human brain. Neuron (2003) 8.50

Relative reward preference in primate orbitofrontal cortex. Nature (1999) 7.57

The basal ganglia: focused selection and inhibition of competing motor programs. Prog Neurobiol (1996) 7.24

Habits, rituals, and the evaluative brain. Annu Rev Neurosci (2008) 7.14

Dopamine-dependent prediction errors underpin reward-seeking behaviour in humans. Nature (2006) 6.90

Encoding predictive reward value in human amygdala and orbitofrontal cortex. Science (2003) 6.76

Temporal prediction errors in a passive learning task activate human striatum. Neuron (2003) 6.44

Striatonigrostriatal pathways in primates form an ascending spiral from the shell to the dorsolateral striatum. J Neurosci (2000) 6.02

The primate amygdala represents the positive and negative value of visual stimuli during learning. Nature (2006) 5.94

Dissociating the role of the orbitofrontal cortex and the striatum in the computation of goal values and prediction errors. J Neurosci (2008) 5.64

Goal-directed instrumental action: contingency and incentive learning and their cortical substrates. Neuropharmacology (1999) 5.62

Lesions of dorsolateral striatum preserve outcome expectancy but disrupt habit formation in instrumental learning. Eur J Neurosci (2004) 5.62

Prediction of immediate and future rewards differentially recruits cortico-basal ganglia loops. Nat Neurosci (2004) 5.54

From motivation to action: functional interface between the limbic system and the motor system. Prog Neurobiol (1980) 5.46

The role of the dorsal striatum in reward and decision-making. J Neurosci (2007) 5.45

Dissociated neural representations of intensity and valence in human olfaction. Nat Neurosci (2003) 5.20

Orbitofrontal cortex and basolateral amygdala encode expected outcomes during learning. Nat Neurosci (1998) 5.20

The primate basal ganglia: parallel and integrative networks. J Chem Neuroanat (2003) 5.16

Dopamine neurons report an error in the temporal prediction of reward during learning. Nat Neurosci (1998) 5.15

Orbitofrontal cortex encodes willingness to pay in everyday economic transactions. J Neurosci (2007) 5.04

The role of the dorsomedial striatum in instrumental conditioning. Eur J Neurosci (2005) 4.95

The role of the ventromedial prefrontal cortex in abstract state-based inference during decision making in humans. J Neurosci (2006) 4.55

Dissociation of neural representation of intensity and affective valuation in human gustation. Neuron (2003) 4.37

Ventral striatal control of appetitive motivation: role in ingestive behavior and reward-related learning. Neurosci Biobehav Rev (2004) 4.11

A cellular mechanism of reward-related learning. Nature (2001) 4.09

Double dissociation of basolateral and central amygdala lesions on the general and outcome-specific forms of pavlovian-instrumental transfer. J Neurosci (2005) 4.05

Parallel incentive processing: an integrated view of amygdala function. Trends Neurosci (2006) 4.00

Cocaine seeking habits depend upon dopamine-dependent serial connectivity linking the ventral with the dorsal striatum. Neuron (2008) 3.93

Reward-related cortical inputs define a large striatal region in primates that interface with associative cortical connections, providing a substrate for incentive-based learning. J Neurosci (2006) 3.87

Is avoiding an aversive outcome rewarding? Neural substrates of avoidance learning in the human brain. PLoS Biol (2006) 3.80

The patterns of afferent innervation of the core and shell in the "accumbens" part of the rat ventral striatum: immunohistochemical detection of retrogradely transported fluoro-gold. J Comp Neurol (1993) 3.61

The organization of the projection from the cerebral cortex to the striatum in the rat. Neuroscience (1989) 3.57

Coordination of actions and habits in the medial prefrontal cortex of rats. Cereb Cortex (2003) 3.54

Different roles for orbitofrontal cortex and basolateral amygdala in a reinforcer devaluation task. J Neurosci (2003) 3.51

Activation of the human orbitofrontal cortex to a liquid food stimulus is correlated with its subjective pleasantness. Cereb Cortex (2003) 3.50

Do rats have a prefrontal cortex? Behav Brain Res (2003) 3.38

Determining the neural substrates of goal-directed learning in the human brain. J Neurosci (2007) 3.31

A specific role for posterior dorsolateral striatum in human habit learning. Eur J Neurosci (2009) 3.25

Neurotoxic lesions of basolateral, but not central, amygdala interfere with Pavlovian second-order conditioning and reinforcer devaluation effects. J Neurosci (1996) 3.21

The role of the nucleus accumbens in instrumental conditioning: Evidence of a functional dissociation between accumbens core and shell. J Neurosci (2001) 3.15

Control of response selection by reinforcer value requires interaction of amygdala and orbital prefrontal cortex. J Neurosci (2000) 3.09

Reward-guided learning beyond dopamine in the nucleus accumbens: the integrative functions of cortico-basal ganglia networks. Eur J Neurosci (2008) 3.07

Intra-accumbens amphetamine increases the conditioned incentive salience of sucrose reward: enhancement of reward "wanting" without enhanced "liking" or response reinforcement. J Neurosci (2000) 3.06

Differential response patterns in the striatum and orbitofrontal cortex to financial reward in humans: a parametric functional magnetic resonance imaging study. J Neurosci (2003) 2.96

Anatomy of a decision: striato-orbitofrontal interactions in reinforcement learning, decision making, and reversal. Psychol Rev (2006) 2.92

Inactivation of dorsolateral striatum enhances sensitivity to changes in the action-outcome contingency in instrumental conditioning. Behav Brain Res (2005) 2.91

A neural correlate of response bias in monkey caudate nucleus. Nature (2002) 2.84

Reinforcement learning signals in the human striatum distinguish learners from nonlearners during reward-based decision making. J Neurosci (2007) 2.83

Dissociation in effects of lesions of the nucleus accumbens core and shell on appetitive pavlovian approach behavior and the potentiation of conditioned reinforcement and locomotor activity by D-amphetamine. J Neurosci (1999) 2.81

Ventral tegmental (A10) system: neurobiology. 1. Anatomy and connectivity. Brain Res (1987) 2.80

The effect of contingency upon the appetitive conditioning of free-operant behavior. J Exp Anal Behav (1980) 2.77

Effects of expectations for different reward magnitudes on neuronal activity in primate striatum. J Neurophysiol (2003) 2.77

Involvement of the central nucleus of the amygdala and nucleus accumbens core in mediating Pavlovian influences on instrumental behaviour. Eur J Neurosci (2001) 2.71

Do rats have prefrontal cortex? The rose-woolsey-akert program reconsidered. J Cogn Neurosci (1995) 2.65

Appetitive and aversive olfactory learning in humans studied using event-related functional magnetic resonance imaging. J Neurosci (2002) 2.65

Representation of pleasant and aversive taste in the human brain. J Neurophysiol (2001) 2.62

Orbitofrontal cortex mediates outcome encoding in Pavlovian but not instrumental conditioning. J Neurosci (2007) 2.61

Relations between Pavlovian-instrumental transfer and reinforcer devaluation. J Exp Psychol Anim Behav Process (2004) 2.58

Importance of unpredictability for reward responses in primate dopamine neurons. J Neurophysiol (1994) 2.57

Distinct basal ganglia territories are engaged in early and advanced motor sequence learning. Proc Natl Acad Sci U S A (2005) 2.57

Prediction error as a linear function of reward probability is coded in human nucleus accumbens. Neuroimage (2006) 2.52

The role of prelimbic cortex in instrumental conditioning. Behav Brain Res (2003) 2.51

Neural bases of food-seeking: affect, arousal and reward in corticostriatolimbic circuits. Physiol Behav (2005) 2.50

Open interconnected model of basal ganglia-thalamocortical circuitry and its relevance to the clinical syndrome of Huntington's disease. Mov Disord (2001) 2.40

Determining a role for ventromedial prefrontal cortex in encoding action-based value signals during reward-related decision making. Cereb Cortex (2008) 2.40

Lesion to the nigrostriatal dopamine system disrupts stimulus-response habit formation. J Neurosci (2005) 2.31

Anatomy of motor learning. I. Frontal cortex and attention to action. J Neurophysiol (1997) 2.29

The connections of the dopaminergic system with the striatum in rats and primates: an analysis with respect to the functional and compartmental organization of the striatum. Neuroscience (2000) 2.25

An integrative neuroanatomical perspective on some subcortical substrates of adaptive responding with emphasis on the nucleus accumbens. Neurosci Biobehav Rev (2000) 2.24

Forward frontal fields: phylogeny and fundamental function. Trends Neurosci (2008) 2.22

Double dissociation of the effects of lesions of basolateral and central amygdala on conditioned stimulus-potentiated feeding and Pavlovian-instrumental transfer. Eur J Neurosci (2003) 2.19

The integrative function of the basal ganglia in instrumental conditioning. Behav Brain Res (2008) 2.19

Dissociation of Pavlovian and instrumental incentive learning under dopamine antagonists. Behav Neurosci (2000) 2.18

Differential roles of monkey striatum in learning of sequential hand movement. Exp Brain Res (1997) 2.13

Actor-critic models of the basal ganglia: new anatomical and computational perspectives. Neural Netw (2002) 2.12

Excitotoxic lesions of the amygdala fail to produce impairment in visual learning for auditory secondary reinforcement but interfere with reinforcer devaluation effects in rhesus monkeys. J Neurosci (1997) 2.11

Nucleus accumbens dopamine depletion impairs both acquisition and performance of appetitive Pavlovian approach behaviour: implications for mesoaccumbens dopamine function. Behav Brain Res (2002) 2.06

Human pavlovian-instrumental transfer. J Neurosci (2008) 2.06

Calculating consequences: brain systems that encode the causal effects of actions. J Neurosci (2008) 2.05

The effect of lesions of the basolateral amygdala on instrumental conditioning. J Neurosci (2003) 2.02

Still at the choice-point: action selection and initiation in instrumental conditioning. Ann N Y Acad Sci (2007) 1.99

Anatomy of motor learning. II. Subcortical structures and learning by trial and error. J Neurophysiol (1997) 1.97

Subcortical loops through the basal ganglia. Trends Neurosci (2005) 1.97

Differential activation of monkey striatal neurons in the early and late stages of procedural learning. Exp Brain Res (2002) 1.97

The regulation of glucose-excited neurons in the hypothalamic arcuate nucleus by glucose and feeding-relevant peptides. Diabetes (2004) 1.96

Towards an executive without a homunculus: computational models of the prefrontal cortex/basal ganglia system. Philos Trans R Soc Lond B Biol Sci (2007) 1.92

Lesions of medial prefrontal cortex disrupt the acquisition but not the expression of goal-directed learning. J Neurosci (2005) 1.91

The amygdalostriatal projection in the rat--an anatomical study by anterograde and retrograde tracing methods. Neuroscience (1982) 1.90

Articles by these authors

Cortical substrates for exploratory decisions in humans. Nature (2006) 10.73

Empathic neural responses are modulated by the perceived fairness of others. Nature (2006) 6.04

States versus rewards: dissociable neural prediction error signals underlying model-based and model-free reinforcement learning. Neuron (2010) 5.30

Temporal difference models describe higher-order learning in humans. Nature (2004) 4.94

The role of the ventromedial prefrontal cortex in abstract state-based inference during decision making in humans. J Neurosci (2006) 4.55

Regret and its avoidance: a neuroimaging study of choice behavior. Nat Neurosci (2005) 3.99

Is avoiding an aversive outcome rewarding? Neural substrates of avoidance learning in the human brain. PLoS Biol (2006) 3.80

Reward value coding distinct from risk attitude-related uncertainty coding in human reward systems. J Neurophysiol (2006) 3.53

Determining the neural substrates of goal-directed learning in the human brain. J Neurosci (2007) 3.31

Neural correlates of mentalizing-related computations during strategic interactions in humans. Proc Natl Acad Sci U S A (2008) 3.29

A specific role for posterior dorsolateral striatum in human habit learning. Eur J Neurosci (2009) 3.25

Opponent appetitive-aversive neural processes underlie predictive learning of pain relief. Nat Neurosci (2005) 3.05

Evidence for a common representation of decision values for dissimilar goods in human ventromedial prefrontal cortex. J Neurosci (2009) 3.02

Reinforcement learning signals in the human striatum distinguish learners from nonlearners during reward-based decision making. J Neurosci (2007) 2.83

Neural evidence for inequality-averse social preferences. Nature (2010) 2.64

Determining a role for ventromedial prefrontal cortex in encoding action-based value signals during reward-related decision making. Cereb Cortex (2008) 2.40

Anxiety reduction through detachment: subjective, physiological, and neural effects. J Cogn Neurosci (2005) 2.32

Appetitive and aversive goal values are encoded in the medial orbitofrontal cortex at the time of decision making. J Neurosci (2010) 2.08

Calculating consequences: brain systems that encode the causal effects of actions. J Neurosci (2008) 2.05

Neural computations underlying action-based decision making in the human brain. Proc Natl Acad Sci U S A (2009) 1.98

The neural representation of unexpected uncertainty during value-based decision making. Neuron (2013) 1.95

Transformation of stimulus value signals into motor commands during simple choice. Proc Natl Acad Sci U S A (2011) 1.94

What we know and do not know about the functions of the orbitofrontal cortex after 20 years of cross-species studies. J Neurosci (2007) 1.93

Contributions of the amygdala to reward expectancy and choice signals in human prefrontal cortex. Neuron (2007) 1.88

The decision value computations in the vmPFC and striatum use a relative value code that is guided by visual attention. J Neurosci (2011) 1.87

Differentiable contributions of human amygdalar subregions in the computations underlying reward and avoidance learning. Eur J Neurosci (2011) 1.64

Risk-dependent reward value signal in human prefrontal cortex. Proc Natl Acad Sci U S A (2009) 1.63

Overlapping responses for the expectation of juice and money rewards in human ventromedial prefrontal cortex. Cereb Cortex (2010) 1.59

The neural mechanisms underlying the influence of pavlovian cues on human decision making. J Neurosci (2008) 1.57

Economic choices can be made using only stimulus values. Proc Natl Acad Sci U S A (2010) 1.51

Neural prediction errors reveal a risk-sensitive reinforcement-learning process in the human brain. J Neurosci (2012) 1.49

Contributions of the striatum to learning, motivation, and performance: an associative account. Trends Cogn Sci (2012) 1.42

Temporal isolation of neural processes underlying face preference decisions. Proc Natl Acad Sci U S A (2007) 1.31

Overlapping prediction errors in dorsal striatum during instrumental learning with juice and money reward in the human brain. J Neurophysiol (2009) 1.29

Direct instrumental conditioning of neural activity using functional magnetic resonance imaging-derived reward feedback. J Neurosci (2007) 1.27

Contingency awareness in human aversive conditioning involves the middle frontal gyrus. Neuroimage (2005) 1.25

Neuronal distortions of reward probability without choice. J Neurosci (2008) 1.22

Neural correlates of specific and general Pavlovian-to-Instrumental Transfer within human amygdalar subregions: a high-resolution fMRI study. J Neurosci (2012) 1.21

Selective impairment of prediction error signaling in human dorsolateral but not ventral striatum in Parkinson's disease patients: evidence from a model-based fMRI study. Neuroimage (2009) 1.21

Neural correlates of instrumental contingency learning: differential effects of action-reward conjunction and disjunction. J Neurosci (2011) 1.16

Human medial orbitofrontal cortex is recruited during experience of imagined and real rewards. J Neurophysiol (2010) 1.16

Category-dependent and category-independent goal-value codes in human ventromedial prefrontal cortex. Nat Neurosci (2013) 1.14

In the mind of the market: theory of mind biases value computation during financial bubbles. Neuron (2013) 1.09

Neural mechanisms underlying paradoxical performance for monetary incentives are driven by loss aversion. Neuron (2012) 1.05

Anterior prefrontal cortex contributes to action selection through tracking of recent reward trends. J Neurosci (2012) 1.05

Human dorsal striatum encodes prediction errors during observational learning of instrumental actions. J Cogn Neurosci (2011) 0.97

A neural basis for the effect of candidate appearance on election outcomes. Soc Cogn Affect Neurosci (2008) 0.95

Stimulus value signals in ventromedial PFC reflect the integration of attribute value signals computed in fusiform gyrus and posterior superior temporal gyrus. J Neurosci (2013) 0.92

Human dorsal striatal activity during choice discriminates reinforcement learning behavior from the gambler's fallacy. J Neurosci (2011) 0.91

Beyond simple reinforcement learning: the computational neurobiology of reward-learning and valuation. Eur J Neurosci (2012) 0.90

Dissociable brain systems mediate vicarious learning of stimulus-response and action-outcome contingencies. J Neurosci (2012) 0.90

The human prefrontal cortex mediates integration of potential causes behind observed outcomes. J Neurophysiol (2011) 0.88

Evidence for model-based computations in the human amygdala during Pavlovian conditioning. PLoS Comput Biol (2013) 0.87

Distinguishing informational from value-related encoding of rewarding and punishing outcomes in the human brain. Eur J Neurosci (2014) 0.85

Insights from the application of computational neuroimaging to social neuroscience. Curr Opin Neurobiol (2013) 0.84

Neural correlates of the divergence of instrumental probability distributions. J Neurosci (2013) 0.82

Dorsomedial prefrontal cortex mediates rapid evaluations predicting the outcome of romantic interactions. J Neurosci (2012) 0.80

Anything you can do, you can do better: neural substrates of incentive-based performance enhancement. PLoS Biol (2012) 0.77

It was nice not seeing you: perceptual learning with rewards in the absence of awareness. Neuron (2009) 0.76

Choosing for me or choosing for you: value in medial prefrontal cortex. Neuron (2012) 0.75

Decision neuroscience: choices of description and of experience. Curr Biol (2010) 0.75