Computational psychiatry

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1979 • 45,565 citations

A quantitative description of membrane current and its application to conduction and excitation in nerve

1952 • 21,965 citations

Neural networks and physical systems with emergent collective computational abilities.

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A logical calculus of the ideas immanent in nervous activity

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A Theory of Fairness, Competition, and Cooperation

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1958 • 10,360 citations

Diagnostic and Statistical Manual of Mental Disorders (DSM-IV)

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Neurons with graded response have collective computational properties like those of two-state neurons.

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1948 • 6,217 citations

Helplessness: On Depression, Development, and Death

1975 • 6,201 citations

The free-energy principle: a unified brain theory?

2010 • 6,134 citations

Proceedings of the 24th international conference on Machine learning

2007 • 5,831 citations

Anterior Cingulate Cortex, Error Detection, and the Online Monitoring of Performance

1998 • 3,235 citations

Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control

2005 • 2,464 citations

Learned helplessness: Theory and evidence.

1976 • 2,255 citations

Computing with Neural Circuits: A Model

1986 • 2,076 citations

Über formal unentscheidbare Sätze der Principia Mathematica und verwandter Systeme I

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Functional imaging of ‘theory of mind’

2003 • 2,042 citations

A framework for mesencephalic dopamine systems based on predictive Hebbian learning

1996 • 2,003 citations

By Carrot or by Stick: Cognitive Reinforcement Learning in Parkinsonism

2004 • 1,951 citations

How to Grow a Mind: Statistics, Structure, and Abstraction

2011 • 1,737 citations

Network structure of cerebral cortex shapes functional connectivity on multiple time scales

2007 • 1,720 citations

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

2011 • 1,716 citations

An Unsolvable Problem of Elementary Number Theory

1936 • 1,696 citations

Interacting Minds--A Biological Basis

1999 • 1,685 citations

The incentive sensitization theory of addiction: some current issues

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Context, cortex, and dopamine: A connectionist approach to behavior and biology in schizophrenia.

1992 • 1,477 citations

A Neural Basis for Social Cooperation

2002 • 1,455 citations

Getting to Know You: Reputation and Trust in a Two-Person Economic Exchange

2005 • 1,328 citations

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

2010 • 1,152 citations

Theoretical Neuroscience

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Making Working Memory Work: A Computational Model of Learning in the Prefrontal Cortex and Basal Ganglia

2005 • 1,027 citations

5-HT and mechanisms of defence

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Reconciling the role of central serotonin neurons in human and animal behavior

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The psychology and neurobiology of addiction: an incentive–sensitization view

2000 • 965 citations

Computational roles for dopamine in behavioural control

2004 • 957 citations

A Network Model of Catecholamine Effects: Gain, Signal-to-Noise Ratio, and Behavior

1990 • 767 citations

Explorations in Parallel Distributed Processing: A Handbook of Models, Programs, and Exercises

1989 • 742 citations

Coordination of Actions and Habits in the Medial Prefrontal Cortex of Rats

2003 • 737 citations

What are the computations of the cerebellum, the basal ganglia and the cerebral cortex?

1999 • 729 citations

The Neuroscience of Social Decision-Making

2010 • 713 citations

Computational Explorations in Cognitive Neuroscience: Understanding the Mind by Simulating the Brain

2000 • 704 citations

Stressor controllability and learned helplessness: The roles of the dorsal raphe nucleus, serotonin, and corticotropin-releasing factor

2005 • 701 citations

From reinforcement learning models to psychiatric and neurological disorders

2011 • 698 citations

Theory of mind and autism: A review

2000 • 612 citations

The Rupture and Repair of Cooperation in Borderline Personality Disorder

2008 • 591 citations

Reinforcement Learning

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Decision theory, reinforcement learning, and the brain

2008 • 546 citations

Individual differences in the attribution of incentive salience to reward-related cues: Implications for addiction

2008 • 541 citations

Depression and learned helplessness in man.

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Neural correlates of mentalizing-related computations during strategic interactions in humans

2008 • 520 citations

Cognition and control in schizophrenia: a computational model of dopamine and prefrontal function

1999 • 507 citations

A unified framework for addiction: Vulnerabilities in the decision process

2008 • 484 citations

The computational neurobiology of learning and reward

2006 • 482 citations

Dopamine: generalization and bonuses

2002 • 479 citations

A computational approach to prefrontal cortex, cognitive control and schizophrenia: recent developments and current challenges

1996 • 462 citations

Expected value and prediction error abnormalities in depression and schizophrenia

2011 • 458 citations

Biologically Based Computational Models of High-Level Cognition

2006 • 449 citations

Opponency Revisited: Competition and Cooperation Between Dopamine and Serotonin

2010 • 444 citations

Towards an executive without a homunculus: computational models of the prefrontal cortex/basal ganglia system

2007 • 440 citations

Anterior Cingulate Cortex Activity and Impaired Self-Monitoring of Performance in Patients With Schizophrenia: An Event-Related fMRI Study

2001 • 412 citations

Neural correlates of depth of strategic reasoning in medial prefrontal cortex

2009 • 387 citations

Abnormal temporal difference reward-learning signals in major depression

2008 • 360 citations

Serotonin in Affective Control

2009 • 356 citations

Bee foraging in uncertain environments using predictive hebbian learning

1995 • 321 citations

Game Theory of Mind

2008 • 311 citations

Game theory and neural basis of social decision making

2008 • 295 citations

Agent-Specific Responses in the Cingulate Cortex During Economic Exchanges

2006 • 252 citations

Glutamatergic Model Psychoses: Prediction Error, Learning, and Inference

2010 • 224 citations

Self-referential thinking and equilibrium as states of mind in games: fMRI evidence

2005 • 219 citations

A Theory of Dopamine Function and Its Role in Cognitive Deficits in Schizophrenia

1993 • 206 citations

Self Responses along Cingulate Cortex Reveal Quantitative Neural Phenotype for High-Functioning Autism

2008 • 204 citations

Neural Mechanisms of Belief Inference during Cooperative Games

2010 • 202 citations

Rethinking Mental Illness

2010 • 202 citations

Alterations in Brain Connectivity Underlying Beta Oscillations in Parkinsonism

2011 • 181 citations

The Development of Neural Synchrony and Large-Scale Cortical Networks During Adolescence: Relevance for the Pathophysiology of Schizophrenia and Neurodevelopmental Hypothesis

2011 • 169 citations

Neural signatures of strategic types in a two-person bargaining game

2010 • 169 citations

Acute Tryptophan Depletion in Healthy Volunteers Enhances Punishment Prediction but Does not Affect Reward Prediction

2007 • 167 citations

Computational and dynamic models in neuroimaging

2009 • 128 citations

Neuroeconomic Approaches to Mental Disorders

2010 • 119 citations

Are computational models of any use to psychiatry?

2011 • 103 citations

Cooperation and Heterogeneity of the Autistic Mind

2010 • 98 citations

Rats learn the relationship between responding and environmental events: An expansion of the learned helplessness hypothesis

1976 • 90 citations

Population dynamics under the Laplace assumption

2008 • 89 citations

Serotonin–dopamine interactions: implications for the design of novel therapeutic agents for psychiatric disorders

2008 • 43 citations

Linking Animal Models of Psychosis to Computational Models of Dopamine Function

2006 • 41 citations

Affective Disorders as Complex Dynamic Diseases – a Perspective from Systems Biology

2011 • 31 citations

Biosensor Approach to Psychopathology Classification

2010 • 31 citations

Foraging in an Uncertain Environment Using Predictive Hebbian Learning

1993 • 21 citations