Using fMRI to study reward processing in humans: past, present, and future

Distinct Reward Properties are Encoded via Corticostriatal Interactions

(2016) David V. Smith et al.   Scientific Reports

Striatal Hypersensitivity During Stress in Remitted Individuals with Recurrent Depression

(2015) Roee Admon et al.   BIOLOGICAL PSYCHIATRY

Blunted Ventral Striatum Development in Adolescence Reflects Emotional Neglect and Predicts Depressive Symptoms

(2015) Jamie L. Hanson et al.   BIOLOGICAL PSYCHIATRY

Transcranial direct current stimulation over the left prefrontal cortex increases randomness of choice in instrumental learning

(2015) Zsolt Turi et al.   CORTEX

Functional connectivity with distinct neural networks tracks fluctuations in gain/loss framing susceptibility

(2015) David V. Smith et al.   HUMAN BRAIN MAPPING

No unified reward prediction error in local field potentials from the human nucleus accumbens: evidence from epilepsy patients

(2015) Max-Philipp Stenner et al.   JOURNAL OF NEUROPHYSIOLOGY

The Neurodynamics of Affect in the Laboratory Predicts Persistence of Real-World Emotional Responses

(2015) A. S. Heller et al.   JOURNAL OF NEUROSCIENCE

Distinct Neural Representation in the Dorsolateral, Dorsomedial, and Ventral Parts of the Striatum during Fixed- and Free-Choice Tasks

(2015) M. Ito et al.   JOURNAL OF NEUROSCIENCE

Converging Structural and Functional Connectivity of Orbitofrontal, Dorsolateral Prefrontal, and Posterior Parietal Cortex in the Human Striatum

(2015) K. Jarbo et al.   JOURNAL OF NEUROSCIENCE

Progress and challenges in probing the human brain

(2015) Russell A. Poldrack et al.   NATURE

Parcellating cortical functional networks in individuals

(2015) Danhong Wang et al.   NATURE NEUROSCIENCE

Measuring macroscopic brain connections in vivo

(2015) Saad Jbabdi et al.   NATURE NEUROSCIENCE

Acute Stress Impairs Self-Control in Goal-Directed Choice by Altering Multiple Functional Connections within the Brain’s Decision Circuits

(2015) Silvia U. Maier et al.   NEURON

Translational Perspectives for Computational Neuroimaging

(2015) Klaas E. Stephan et al.   NEURON

Neuronal Reward and Decision Signals: From Theories to Data

(2015) Wolfram Schultz   PHYSIOLOGICAL REVIEWS

Altered Resting-State Functional Connectivity of the Frontal-Striatal Reward System in Social Anxiety Disorder

(2015) Joshua Manning et al.   PLoS One

Ventral striatal dopamine reflects behavioral and neural signatures of model-based control during sequential decision making

(2015) Lorenz Deserno et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Prefrontal cortical regulation of brainwide circuit dynamics and reward-related behavior

(2015) E. A. Ferenczi et al.   SCIENCE

The publication and reproducibility challenges of shared data

(2015) Russell A. Poldrack et al.   TRENDS IN COGNITIVE SCIENCES

Neurobiological roots of language in primate audition: common computational properties

(2015) Ina Bornkessel-Schlesewsky et al.   TRENDS IN COGNITIVE SCIENCES

The precision of value-based choices depends causally on fronto-parietal phase coupling

(2015) Rafael Polanía et al.   Nature Communications

Direct and indirect pathways of the basal ganglia: opponents or collaborators?

(2015) Kainan S. Wang et al.   Frontiers in Neuroanatomy

Using High Spatial Resolution to Improve BOLD fMRI Detection at 3T

(2015) Juliana Iranpour et al.   PLoS One

Midbrain volume predicts fMRI and ERP measures of reward reactivity

(2014) Joshua M. Carlson et al.   Brain Structure & Function

Model-based and model-free Pavlovian reward learning: Revaluation, revision, and revelation

(2014) Peter Dayan et al.   COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE

Entrainment of Brain Oscillations by Transcranial Alternating Current Stimulation

(2014) Randolph F. Helfrich et al.   CURRENT BIOLOGY

Overlapping patterns of brain activation to food and cocaine cues in cocaine abusers

(2014) Dardo Tomasi et al.   HUMAN BRAIN MAPPING

Episodic Memory Encoding Interferes with Reward Learning and Decreases Striatal Prediction Errors

(2014) G. E. Wimmer et al.   JOURNAL OF NEUROSCIENCE

Phasic Dopamine Release in the Rat Nucleus Accumbens Symmetrically Encodes a Reward Prediction Error Term

(2014) Andrew S. Hart et al.   JOURNAL OF NEUROSCIENCE

Connectivity Strength of Dissociable Striatal Tracts Predict Individual Differences in Temporal Discounting

(2014) W. van den Bos et al.   JOURNAL OF NEUROSCIENCE

Estimates of Projection Overlap and Zones of Convergence within Frontal-Striatal Circuits

(2014) B. B. Averbeck et al.   JOURNAL OF NEUROSCIENCE

Investigation of the neurovascular coupling in positive and negative BOLD responses in human brain at 7T

(2014) Laurentius Huber et al.   NEUROIMAGE

Evidence that the negative BOLD response is neuronal in origin: A simultaneous EEG–BOLD–CBF study in humans

(2014) K.J. Mullinger et al.   NEUROIMAGE

Resting state networks distinguish human ventral tegmental area from substantia nigra

(2014) Vishnu P. Murty et al.   NEUROIMAGE

Characterizing individual differences in functional connectivity using dual-regression and seed-based approaches

(2014) David V. Smith et al.   NEUROIMAGE

Reward dysfunction in major depression: Multimodal neuroimaging evidence for refining the melancholic phenotype

(2014) Dan Foti et al.   NEUROIMAGE

Perceived Control Influences Neural Responses to Setbacks and Promotes Persistence

(2014) Jamil P. Bhanji et al.   NEURON

Savoring the Past: Positive Memories Evoke Value Representations in the Striatum

(2014) Megan E. Speer et al.   NEURON

Computational Psychiatry

(2014) Xiao-Jing Wang et al.   NEURON

Neural sensitivity to eudaimonic and hedonic rewards differentially predict adolescent depressive symptoms over time

(2014) E. H. Telzer et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

But do you think I’m cool?

(2014) Kathryn F. Jankowski et al.   Developmental Cognitive Neuroscience

Computational heterogeneity in the human mesencephalic dopamine system

(2013) Kimberlee D’Ardenne et al.   COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE

Social Information Signaling by Neurons in Primate Striatum

(2013) Jeffrey T. Klein et al.   CURRENT BIOLOGY

Combining functional magnetic resonance imaging with transcranial electrical stimulation

(2013) Catarina Saiote et al.   Frontiers in Human Neuroscience

Parceling Human Accumbens into Putative Core and Shell Dissociates Encoding of Values for Reward and Pain

(2013) M. N. Baliki et al.   JOURNAL OF NEUROSCIENCE

Striatum-Based Circuitry of Adolescent Depression and Anhedonia

(2013) Vilma Gabbay et al.   JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY

Power failure: why small sample size undermines the reliability of neuroscience

(2013) Katherine S. Button et al.   NATURE REVIEWS NEUROSCIENCE

The valuation system: A coordinate-based meta-analysis of BOLD fMRI experiments examining neural correlates of subjective value

(2013) Oscar Bartra et al.   NEUROIMAGE

Fatal attraction: Ventral striatum predicts costly choice errors in humans

(2013) J.R. Chumbley et al.   NEUROIMAGE

Invigoration of Reward Seeking by Cue and Proximity Encoding in the Nucleus Accumbens

(2013) Vincent B. McGinty et al.   NEURON

Goals and Habits in the Brain

(2013) Ray J. Dolan et al.   NEURON

Prediction error in reinforcement learning: A meta-analysis of neuroimaging studies

(2013) Jane Garrison et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Ventral–striatal responsiveness during reward anticipation in ADHD and its relation to trait impulsivity in the healthy population: A meta-analytic review of the fMRI literature

(2013) Michael M. Plichta et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Sex differences in the structural connectome of the human brain

(2013) M. Ingalhalikar et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Aberrant Dependence of Default Mode/Central Executive Network Interactions on Anterior Insular Salience Network Activity in Schizophrenia

(2013) Andrei Manoliu et al.   SCHIZOPHRENIA BULLETIN

Structural and Functional Brain Networks: From Connections to Cognition

(2013) H.-J. Park et al.   SCIENCE

Informatic parcellation of the network involved in the computation of subjective value

(2013) John A. Clithero et al.   Social Cognitive and Affective Neuroscience

Noninvasive remote activation of the ventral midbrain by transcranial direct current stimulation of prefrontal cortex

(2013) V S Chib et al.   Translational Psychiatry

Relationships Between Changes in Sustained Fronto-Striatal Connectivity and Positive Affect in Major Depression Resulting From Antidepressant Treatment

(2012) Aaron S. Heller et al.   AMERICAN JOURNAL OF PSYCHIATRY

The ubiquity of model-based reinforcement learning

(2012) Bradley B Doll et al.   CURRENT OPINION IN NEUROBIOLOGY

Generalization of value in reinforcement learning by humans

(2012) G. Elliott Wimmer et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

The organization of the human striatum estimated by intrinsic functional connectivity

(2012) Eun Young Choi et al.   JOURNAL OF NEUROPHYSIOLOGY

Reward Prediction Error Signaling in Posterior Dorsomedial Striatum Is Action Specific

(2012) T. A. Stalnaker et al.   JOURNAL OF NEUROSCIENCE

Action-Specific Value Signals in Reward-Related Regions of the Human Brain

(2012) T. H. B. FitzGerald et al.   JOURNAL OF NEUROSCIENCE

Social Network Modulation of Reward-Related Signals

(2012) D. S. Fareri et al.   JOURNAL OF NEUROSCIENCE

How Glitter Relates to Gold: Similarity-Dependent Reward Prediction Errors in the Human Striatum

(2012) T. Kahnt et al.   JOURNAL OF NEUROSCIENCE

The Amplitude and Timing of the BOLD Signal Reflects the Relationship between Local Field Potential Power at Different Frequencies

(2012) C. Magri et al.   JOURNAL OF NEUROSCIENCE

Individual Differences in Nucleus Accumbens Activity to Food and Sexual Images Predict Weight Gain and Sexual Behavior

(2012) K. E. Demos et al.   JOURNAL OF NEUROSCIENCE

Impulsivity in the general population: A national study

(2012) Jaime Chamorro et al.   JOURNAL OF PSYCHIATRIC RESEARCH

Mapping value based planning and extensively trained choice in the human brain

(2012) Klaus Wunderlich et al.   NATURE NEUROSCIENCE

Transient stimulation of distinct subpopulations of striatal neurons mimics changes in action value

(2012) Lung-Hao Tai et al.   NATURE NEUROSCIENCE

Translating upwards: linking the neural and social sciences via neuroeconomics

(2012) Clement Levallois et al.   NATURE REVIEWS NEUROSCIENCE

Enhancement of temporal resolution and BOLD sensitivity in real-time fMRI using multi-slab echo-volumar imaging

(2012) Stefan Posse et al.   NEUROIMAGE

Informing brain connectivity with optogenetic functional magnetic resonance imaging

(2012) Jin Hyung Lee   NEUROIMAGE

The secret lives of experiments: Methods reporting in the fMRI literature

(2012) Joshua Carp   NEUROIMAGE

A computational framework for the study of confidence in humans and animals

(2012) A. Kepecs et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Disclosing information about the self is intrinsically rewarding

(2012) D. I. Tamir et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Rat brains also have a default mode network

(2012) H. Lu et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Preference by Association: How Memory Mechanisms in the Hippocampus Bias Decisions

(2012) G. E. Wimmer et al.   SCIENCE

The Long-Term Health Consequences of Child Physical Abuse, Emotional Abuse, and Neglect: A Systematic Review and Meta-Analysis

(2012) Rosana E. Norman et al.   PLOS MEDICINE

Neural Correlates of Food Addiction

(2011) Ashley N. Gearhardt   ARCHIVES OF GENERAL PSYCHIATRY

Functional Connectivity between Anatomically Unconnected Areas Is Shaped by Collective Network-Level Effects in the Macaque Cortex

(2011) Yusuke Adachi et al.   CEREBRAL CORTEX

Nucleus Accumbens Mediates Relative Motivation for Rewards in the Absence of Choice

(2011) John A. Clithero et al.   Frontiers in Human Neuroscience

Exploiting Trial-to-Trial Variability in Multimodal Experiments

(2011) Amy R. Bland et al.   Frontiers in Human Neuroscience

Modulating cortico-striatal and thalamo-cortical functional connectivity with transcranial direct current stimulation

(2011) Rafael Polanía et al.   HUMAN BRAIN MAPPING

Comparison of a 32-channel with a 12-channel head coil: Are there relevant improvements for functional imaging?

(2011) Evangelia Kaza et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Sleep Deprivation Biases the Neural Mechanisms Underlying Economic Preferences

(2011) V. Venkatraman et al.   JOURNAL OF NEUROSCIENCE

Feedback Timing Modulates Brain Systems for Learning in Humans

(2011) K. Foerde et al.   JOURNAL OF NEUROSCIENCE

Individual Differences in Sensitivity to Reward

(2011) Ivo Van den Berg et al.   JOURNAL OF PSYCHOPHYSIOLOGY

Large-scale automated synthesis of human functional neuroimaging data

(2011) Tal Yarkoni et al.   NATURE METHODS

Erroneous analyses of interactions in neuroscience: a problem of significance

(2011) Sander Nieuwenhuis et al.   NATURE NEUROSCIENCE

The structural basis of inter-individual differences in human behaviour and cognition

(2011) Ryota Kanai et al.   NATURE REVIEWS NEUROSCIENCE

Reduced striatal volume in cocaine-dependent patients

(2011) Alfonso Barrós-Loscertales et al.   NEUROIMAGE

Effective connectivity: Influence, causality and biophysical modeling

(2011) Pedro A. Valdes-Sosa et al.   NEUROIMAGE

Ventral striatal and medial prefrontal BOLD activation is correlated with reward-related electrocortical activity: A combined ERP and fMRI study

(2011) Joshua M. Carlson et al.   NEUROIMAGE

Transcranial direct current stimulation over the primary motor cortex during fMRI

(2011) Andrea Antal et al.   NEUROIMAGE

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

(2011) Nathaniel D. Daw et al.   NEURON

Transcranial electrical stimulation (tES – tDCS; tRNS, tACS) methods

(2011) Walter Paulus   NEUROPSYCHOLOGICAL REHABILITATION

Understanding dopamine and reinforcement learning: The dopamine reward prediction error hypothesis

(2011) P. W. Glimcher   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Addiction: Beyond dopamine reward circuitry

(2011) N. D. Volkow et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Computational psychiatry

(2011) P. Read Montague et al.   TRENDS IN COGNITIVE SCIENCES

Vive les differences! Individual variation in neural mechanisms of executive control

(2010) Todd S Braver et al.   CURRENT OPINION IN NEUROBIOLOGY

Distinct Value Signals in Anterior and Posterior Ventromedial Prefrontal Cortex

(2010) D. V. Smith et al.   JOURNAL OF NEUROSCIENCE

Reward Prediction Error Coding in Dorsal Striatal Neurons

(2010) K. Oyama et al.   JOURNAL OF NEUROSCIENCE

Activation in striatum and medial temporal lobe during sequence learning in younger and older adults: Relations to performance

(2010) Anna Rieckmann et al.   NEUROIMAGE

Dependence of the negative BOLD response on somatosensory stimulus intensity

(2010) Carsten M. Klingner et al.   NEUROIMAGE

Nicotine replacement in abstinent smokers improves cognitive withdrawal symptoms with modulation of resting brain network dynamics

(2010) David M. Cole et al.   NEUROIMAGE

Can structure predict function in the human brain?

(2010) Christopher J. Honey et al.   NEUROIMAGE

Parallel contributions of distinct human memory systems during probabilistic learning

(2010) Kathryn C. Dickerson et al.   NEUROIMAGE

Art for reward's sake: Visual art recruits the ventral striatum

(2010) Simon Lacey et al.   NEUROIMAGE

Network modelling methods for FMRI

(2010) Stephen M. Smith et al.   NEUROIMAGE

States versus Rewards: Dissociable Neural Prediction Error Signals Underlying Model-Based and Model-Free Reinforcement Learning

(2010) Jan Gläscher et al.   NEURON

Multiplexed Echo Planar Imaging for Sub-Second Whole Brain FMRI and Fast Diffusion Imaging

(2010) David A. Feinberg et al.   PLoS One

Depression, rumination and the default network

(2010) Marc G. Berman et al.   Social Cognitive and Affective Neuroscience

The Neurobiology of Individual Differences in Complex Behavioral Traits

(2009) Ahmad R. Hariri   Annual Review of Neuroscience

Ventral Striatal Activation During Reward Anticipation Correlates with Impulsivity in Alcoholics

(2009) Anne Beck et al.   BIOLOGICAL PSYCHIATRY

Diminished Neural Processing of Aversive and Rewarding Stimuli During Selective Serotonin Reuptake Inhibitor Treatment

(2009) Ciara McCabe et al.   BIOLOGICAL PSYCHIATRY

A specific role for posterior dorsolateral striatum in human habit learning

(2009) Elizabeth Tricomi et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Circular analysis in systems neuroscience: the dangers of double dipping

(2009) Nikolaus Kriegeskorte et al.   NATURE NEUROSCIENCE

The role of the nucleus accumbens and rostral anterior cingulate cortex in anhedonia: Integration of resting EEG, fMRI, and volumetric techniques

(2009) Jan Wacker et al.   NEUROIMAGE

Six problems for causal inference from fMRI

(2009) J.D. Ramsey et al.   NEUROIMAGE

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

(2009) Vinod Venkatraman et al.   NEURON

Human and Rodent Homologies in Action Control: Corticostriatal Determinants of Goal-Directed and Habitual Action

(2009) Bernard W Balleine et al.   NEUROPSYCHOPHARMACOLOGY

The Reward Circuit: Linking Primate Anatomy and Human Imaging

(2009) Suzanne N Haber et al.   NEUROPSYCHOPHARMACOLOGY

Nucleus accumbens activation mediates the influence of reward cues on financial risk taking

(2009) Brian Knutson et al.   NEUROREPORT

The effect of transcranial direct current stimulation on the cortical activation by motor task in the human brain: An fMRI study

(2009) Sung Ho Jang et al.   NEUROSCIENCE LETTERS

Electrophysiological correlates of default-mode processing in macaque posterior cingulate cortex

(2009) B. Y. Hayden et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Correspondence of the brain's functional architecture during activation and rest

(2009) S. M. Smith et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Using Neural Measures of Economic Value to Solve the Public Goods Free-Rider Problem

(2009) I. Krajbich et al.   SCIENCE

Modalities, Modes, and Models in Functional Neuroimaging

(2009) K. J. Friston   SCIENCE

Concurrent brain-stimulation and neuroimaging for studies of cognition

(2009) Jon Driver et al.   TRENDS IN COGNITIVE SCIENCES

Activation in the VTA and nucleus accumbens increases in anticipation of both gains and losses

(2009) R. McKell Carter   Frontiers in Behavioral Neuroscience

Neurophysiology of the BOLD fMRI Signal in Awake Monkeys

(2008) Jozien B.M. Goense et al.   CURRENT BIOLOGY

Dorsal Striatal–midbrain Connectivity in Humans Predicts How Reinforcements Are Used to Guide Decisions

(2008) Thorsten Kahnt et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Interhemispheric Effect of Parietal TMS on Somatosensory Response Confirmed Directly with Concurrent TMS-fMRI

(2008) F. Blankenburg et al.   JOURNAL OF NEUROSCIENCE

Mesolimbic Functional Magnetic Resonance Imaging Activations during Reward Anticipation Correlate with Reward-Related Ventral Striatal Dopamine Release

(2008) B. H. Schott et al.   JOURNAL OF NEUROSCIENCE

Influence of Reward Delays on Responses of Dopamine Neurons

(2008) S. Kobayashi et al.   JOURNAL OF NEUROSCIENCE

What we can do and what we cannot do with fMRI

(2008) Nikos K. Logothetis   NATURE

Simultaneous PET-MRI: a new approach for functional and morphological imaging

(2008) Martin S Judenhofer et al.   NATURE MEDICINE

Connectivity-based segregation of the human striatum predicts personality characteristics

(2008) Michael X Cohen et al.   NATURE NEUROSCIENCE

Human volition: towards a neuroscience of will

(2008) Patrick Haggard   NATURE REVIEWS NEUROSCIENCE

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

(2008) Antonio Rangel et al.   NATURE REVIEWS NEUROSCIENCE

Feedback signals in the caudate reflect goal achievement on a declarative memory task

(2008) Elizabeth Tricomi et al.   NEUROIMAGE

Guidelines for reporting an fMRI study

(2008) Russell A. Poldrack et al.   NEUROIMAGE

Value Representations in the Primate Striatum during Matching Behavior

(2008) Brian Lau et al.   NEURON

Processing of Social and Monetary Rewards in the Human Striatum

(2008) Keise Izuma et al.   NEURON

The effect of a serotonin-induced dissociation between spiking and perisynaptic activity on BOLD functional MRI

(2008) A. Rauch et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Understanding Overbidding: Using the Neural Circuitry of Reward to Design Economic Auctions

(2008) M. R. Delgado et al.   SCIENCE

BOLD Responses Reflecting Dopaminergic Signals in the Human Ventral Tegmental Area

(2008) K. D'Ardenne et al.   SCIENCE

Foundations of Neuroeconomics: From Philosophy to Practice

(2008) John A Clithero et al.   PLOS BIOLOGY