Emotions as computations

Human subjects exploit a cognitive map for credit assignment

(2021) Rani Moran et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Anxiety is Associated With Reduced Value of Control in Sequential Decision Making

(2021) Samuel Zorowitz et al.   BIOLOGICAL PSYCHIATRY

Exploring neural mechanisms of the health benefits of gratitude in women: A randomized controlled trial

(2021) Laura I. Hazlett et al.   BRAIN BEHAVIOR AND IMMUNITY

Reinforcement-learning in fronto-striatal circuits

(2021) Bruno Averbeck et al.   NEUROPSYCHOPHARMACOLOGY

Experience replay is associated with efficient nonlocal learning

(2021) Yunzhe Liu et al.   SCIENCE

Reinforcement Learning Disruptions in Individuals With Depression and Sensitivity to Symptom Change Following Cognitive Behavioral Therapy

(2021) Vanessa M. Brown et al.   JAMA Psychiatry

Positive affect as a computational mechanism

(2021) Eran Eldar et al.   Current Opinion in Behavioral Sciences

Liking

(2021) Kent C. Berridge et al.   CURRENT BIOLOGY

Disrupted state transition learning as a computational marker of compulsivity

(2021) Paul B. Sharp et al.   PSYCHOLOGICAL MEDICINE

Value-free reinforcement learning: policy optimization as a minimal model of operant behavior

(2021) Daniel Bennett et al.   Current Opinion in Behavioral Sciences

The Role of Valence in Perception: An ARTistic Treatment

(2021) Hilla Jacobson   PHILOSOPHICAL REVIEW

Actigraphic patterns, impulsivity and mood instability in bipolar disorder, borderline personality disorder and healthy controls

(2020) N.M. McGowan et al.   ACTA PSYCHIATRICA SCANDINAVICA

Dopamine modulates dynamic decision-making during foraging

(2020) Campbell Le Heron et al.   JOURNAL OF NEUROSCIENCE

Dopamine promotes cognitive effort by biasing the benefits versus costs of cognitive work

(2020) A. Westbrook et al.   SCIENCE

A mechanistic account of serotonin’s impact on mood

(2020) Jochen Michely et al.   Nature Communications

Choice architecture meets motivation science: How stimulus availability interacts with internal factors in shaping the desire for food

(2020) Amir Ghoniem et al.   APPETITE

Unraveling the Mysteries of Motivation

(2020) Randall C. O’Reilly   TRENDS IN COGNITIVE SCIENCES

The roles of online and offline replay in planning

(2020) Eran Eldar et al.   eLife

Momentary subjective well-being depends on learning and not reward

(2020) Bastien Blain et al.   eLife

Neural Computations of Threat

(2020) Ifat Levy et al.   TRENDS IN COGNITIVE SCIENCES

Affective valence in the brain: modules or modes?

(2019) Kent C. Berridge   NATURE REVIEWS NEUROSCIENCE

The role of the opioid system in decision making and cognitive control: A review

(2019) Henk van Steenbergen et al.   COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE

Human Replay Spontaneously Reorganizes Experience

(2019) Yunzhe Liu et al.   CELL

Altered learning under uncertainty in unmedicated mood and anxiety disorders

(2019) Jessica Aylward et al.   Nature Human Behaviour

Anticipatory Threat Responding: Associations with Anxiety, Development, and Brain Structure

(2019) Rany Abend et al.   BIOLOGICAL PSYCHIATRY

What is an emotion?

(2019) Ralph Adolphs et al.   CURRENT BIOLOGY

Where Does Value Come From?

(2019) Keno Juechems et al.   TRENDS IN COGNITIVE SCIENCES

Comparison of the Association Between Goal-Directed Planning and Self-reported Compulsivity vs Obsessive-Compulsive Disorder Diagnosis

(2019) Claire M. Gillan et al.   JAMA Psychiatry

Neuro-computational account of how mood fluctuations arise and affect decision making

(2018) Fabien Vinckier et al.   Nature Communications

What is animal happiness?

(2018) Laura E. Webb et al.   Annals of the New York Academy of Sciences

Prioritized memory access explains planning and hippocampal replay

(2018) Marcelo G. Mattar et al.   NATURE NEUROSCIENCE

Real-world unexpected outcomes predict city-level mood states and risk-taking behavior

(2018) A. Ross Otto et al.   PLoS One

Algorithms for survival: a comparative perspective on emotions

(2017) Dominik R. Bach et al.   NATURE REVIEWS NEUROSCIENCE

Uncertainty and stress: Why it causes diseases and how it is mastered by the brain

(2017) Achim Peters et al.   PROGRESS IN NEUROBIOLOGY

Predictive representations can link model-based reinforcement learning to model-free mechanisms

(2017) Evan M. Russek et al.   PLoS Computational Biology

Using Neuroscience to Help Understand Fear and Anxiety: A Two-System Framework

(2016) Joseph E. LeDoux et al.   AMERICAN JOURNAL OF PSYCHIATRY

Daily longitudinal self-monitoring of mood variability in bipolar disorder and borderline personality disorder

(2016) A. Tsanas et al.   JOURNAL OF AFFECTIVE DISORDERS

Active inference and learning

(2016) Karl Friston et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Active interoceptive inference and the emotional brain

(2016) Anil K. Seth et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Mood as Representation of Momentum

(2016) Eran Eldar et al.   TRENDS IN COGNITIVE SCIENCES

Decoding Spontaneous Emotional States in the Human Brain

(2016) Philip A. Kragel et al.   PLOS BIOLOGY

Intact-Brain Analyses Reveal Distinct Information Carried by SNc Dopamine Subcircuits

(2015) Talia N. Lerner et al.   CELL

Decision-Making Competence and Attempted Suicide

(2015) Katalin Szanto et al.   JOURNAL OF CLINICAL PSYCHIATRY

Dopaminergic Modulation of Decision Making and Subjective Well-Being

(2015) R. B. Rutledge et al.   JOURNAL OF NEUROSCIENCE

Model-based choices involve prospective neural activity

(2015) Bradley B Doll et al.   NATURE NEUROSCIENCE

The relation between short-term emotion dynamics and psychological well-being: A meta-analysis.

(2015) Marlies Houben et al.   PSYCHOLOGICAL BULLETIN

Interaction between emotional state and learning underlies mood instability

(2015) Eran Eldar et al.   Nature Communications

Contextual modulation of value signals in reward and punishment learning

(2015) Stefano Palminteri et al.   Nature Communications

Modelling cognitive affective biases in major depressive disorder using rodents

(2014) Claire A Hales et al.   BRITISH JOURNAL OF PHARMACOLOGY

A Framework for Studying Emotions across Species

(2014) David J. Anderson et al.   CELL

Reinforcement learning and human behavior

(2014) Hanan Shteingart et al.   CURRENT OPINION IN NEUROBIOLOGY

The algorithmic anatomy of model-based evaluation

(2014) N. D. Daw et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

A computational and neural model of momentary subjective well-being

(2014) R. B. Rutledge et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Coming to terms with fear

(2014) J. E. LeDoux   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Homeostatic reinforcement learning for integrating reward collection and physiological stability

(2014) Mehdi Keramati et al.   eLife

An opportunity cost model of subjective effort and task performance

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

Negative emotions predict elevated interleukin-6 in the United States but not in Japan

(2013) Yuri Miyamoto et al.   BRAIN BEHAVIOR AND IMMUNITY

Uncertainty and anticipation in anxiety: an integrated neurobiological and psychological perspective

(2013) Dan W. Grupe 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

Operant Self-Stimulation of Dopamine Neurons in the Substantia Nigra

(2013) Mark A. Rossi et al.   PLoS One

The hundred-year emotion war: Are emotions natural kinds or psychological constructions? Comment on Lench, Flores, and Bench (2011).

(2013) Kristen A. Lindquist et al.   PSYCHOLOGICAL BULLETIN

Dissecting the diversity of midbrain dopamine neurons

(2013) Jochen Roeper   TRENDS IN NEUROSCIENCES

The DSM-5: Classification and criteria changes

(2013) Darrel A. Regier et al.   World Psychiatry

Emotional Valence and the Free-Energy Principle

(2013) Mateus Joffily et al.   PLoS Computational Biology

The brain basis of emotion: A meta-analytic review

(2012) Kristen A. Lindquist et al.   BEHAVIORAL AND BRAIN SCIENCES

The Evolutionary Origins of Mood and Its Disorders

(2012) Daniel Nettle et al.   CURRENT BIOLOGY

The ubiquity of model-based reinforcement learning

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

The root of all value: a neural common currency for choice

(2012) Dino J Levy et al.   CURRENT OPINION IN NEUROBIOLOGY

THE IMPORTANCE OF ANXIETY IN BOTH MAJOR DEPRESSION AND BIPOLAR DISORDER

(2012) David Goldberg et al.   DEPRESSION AND ANXIETY

A Survey of Actor-Critic Reinforcement Learning: Standard and Natural Policy Gradients

(2012) Ivo Grondman et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Mapping discrete and dimensional emotions onto the brain: controversies and consensus

(2012) Stephan Hamann   TRENDS IN COGNITIVE SCIENCES

Neurobiology of Economic Choice: A Good-Based Model

(2011) Camillo Padoa-Schioppa   Annual Review of Neuroscience

Social Functionality of Human Emotion

(2011) Paula M. Niedenthal et al.   Annual Review of Psychology

Coping when pain is a potential threat: The efficacy of acceptance versus cognitive distraction

(2011) T. Jackson et al.   EUROPEAN JOURNAL OF PAIN

A Bayesian foundation for individual learning under uncertainty

(2011) Christoph Mathys   Frontiers in Human Neuroscience

Behavioral and Neural Properties of Social Reinforcement Learning

(2011) R. M. Jones et al.   JOURNAL OF NEUROSCIENCE

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

(2011) Nathaniel D. Daw et al.   NEURON

The Affective Impact of Financial Skewness on Neural Activity and Choice

(2011) Charlene C. Wu et al.   PLoS One

Discrete emotions predict changes in cognition, judgment, experience, behavior, and physiology: A meta-analysis of experimental emotion elicitations.

(2011) Heather C. Lench et al.   PSYCHOLOGICAL BULLETIN

Computational psychiatry

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

Autonomic nervous system activity in emotion: A review

(2010) Sylvia D. Kreibig   BIOLOGICAL PSYCHOLOGY

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

(2010) Jan Gläscher et al.   NEURON

Cross-cultural recognition of basic emotions through nonverbal emotional vocalizations

(2010) D. A. Sauter et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

An integrative and functional framework for the study of animal emotion and mood

(2010) M. Mendl et al.   PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

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

(2009) Ciara McCabe et al.   BIOLOGICAL PSYCHIATRY

Dissecting components of reward: ‘liking’, ‘wanting’, and learning

(2009) Kent C Berridge et al.   CURRENT OPINION IN PHARMACOLOGY

Neuroimaging Support for Discrete Neural Correlates of Basic Emotions: A Voxel-based Meta-analysis

(2009) Katherine Vytal et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Reinforcement learning in the brain

(2009) Yael Niv   JOURNAL OF MATHEMATICAL PSYCHOLOGY

Acceptance, Mindfulness, and Values-Based Action May Counteract Fear and Avoidance of Emotions in Chronic Pain: An Analysis of Anxiety Sensitivity

(2009) Lance M. McCracken et al.   JOURNAL OF PAIN

The Neurobiology of Decision: Consensus and Controversy

(2009) Joseph W. Kable et al.   NEURON

Emotions are emergent processes: they require a dynamic computational architecture

(2009) K. R. Scherer   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Anger is an approach-related affect: Evidence and implications.

(2009) Charles S. Carver et al.   PSYCHOLOGICAL BULLETIN

The free-energy principle: a rough guide to the brain?

(2009) Karl Friston   TRENDS IN COGNITIVE SCIENCES

Natural Actor-Critic

(2008) Jan Peters et al.   NEUROCOMPUTING

Associations among central nervous, endocrine, and immune activities when positive emotions are elicited by looking at a favorite person

(2007) Masahiro Matsunaga et al.   BRAIN BEHAVIOR AND IMMUNITY