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List of works by Peter Dayan

A Bayesian Framework for Tilt Perception and Confidence ⬇️

scientific article published in January 2006

A Bayesian formulation of behavioral control

scientific article published on 12 March 2009

A Hierarchical Model of Binocular Rivalry ⬇️

scientific article published on July 1, 1998

A Hierarchical Model of Visual Rivalry ⬇️

scientific article published in January 1997

A common mechanism for adaptive scaling of reward and novelty

scientific article

A computational account of threat-related attentional bias

scientific article published on 10 October 2019

A computational and neural model of momentary subjective well-being

scientific article

A correlational model for the development of disparity selectivity in visual cortex that depends on prenatal and postnatal phases

scientific article published on September 1993

A framework for mesencephalic dopamine systems based on predictive Hebbian learning

scientific article

A model of risk and mental state shifts during social interaction.

scientific article published on 15 February 2018

A normative perspective on motivation

scientific article published on 13 July 2006

A normative perspective on motivation

scientific article published on August 2006

A novel method for automated classification of epileptiform activity in the human electroencephalogram-based on independent component analysis

scientific article published on 11 December 2007

A probabilistic palimpsest model of visual short-term memory

scientific article

A step-by-step guide to dopamine

scientific article published in May 2012

A temporal difference account of avoidance learning

scientific article published in January 2008

ACh, Uncertainty, and Cortical Inference ⬇️

scientific article published in January 2002

Acetylcholine in cortical inference

scientific article

Acquisition and extinction in autoshaping

scientific article published in July 2002

Acquisition in Autoshaping ⬇️

Action Dominates Valence in Anticipatory Representations in the Human Striatum and Dopaminergic Midbrain ⬇️

scientific article published on May 25, 2011

Action controls dopaminergic enhancement of reward representations

scientific article

Action versus valence in decision making

scientific article

Adaptation and Unsupervised Learning ⬇️

scientific article published in January 2003

Adaptive integration of habits into depth-limited planning defines a habitual-goal-directed spectrum

scientific article published on 24 October 2016

Adversarial vulnerabilities of human decision-making

scientific article published on 04 November 2020

Algorithms for survival: a comparative perspective on emotions

scientific article published on 31 March 2017

Altered learning under uncertainty in unmedicated mood and anxiety disorders

scientific article published on 17 June 2019

An effect of serotonergic stimulation on learning rates for rewards apparent after long intertrial intervals.

scientific article published on 26 June 2018

An unsupervised learning model of neural plasticity: Orientation selectivity in goggle-reared kittens

scientific article

Analytical Mean Squared Error Curves in Temporal Difference Learning ⬇️

Anticipation and choice heuristics in the dynamic consumption of pain relief

scientific article

Are MRI-detected brain abnormalities associated with febrile seizure type?

scientific article

Assessing animal affect: an automated and self-initiated judgement bias task based on natural investigative behaviour

scientific article published in Scientific Reports

Assignment of Multiplicative Mixtures in Natural Images ⬇️

scientific article published in January 2005

Associates of stigma in an incident epilepsy population from northern Manhattan, New York City ⬇️

scientific article published on April 11, 2011

Association of Neural and Emotional Impacts of Reward Prediction Errors With Major Depression

scientific article

Attenuation of dopamine-modulated prefrontal value signals underlies probabilistic reward learning deficits in old age.

scientific article published on 5 September 2017

Author Correction: Assessing animal affect: an automated and self-initiated judgement bias task based on natural investigative behaviour

scientific article published in Scientific Reports

Backtracking during navigation is correlated with enhanced anterior cingulate activity and suppression of alpha oscillations and the 'default-mode' network

scientific article published on 31 July 2019

Bayes-Adaptive Simulation-based Search with Value Function Approximation ⬇️

scientific article published in January 2014

Bayesian Model of Behaviour in Economic Games ⬇️

Bayesian model predicts the response of axons to molecular gradients

scientific article

Bayesian modelling of Jumping-to-Conclusions bias in delusional patients

scientific article published on 24 May 2011

Bee foraging in uncertain environments using predictive hebbian learning

scientific article

Beta-Blocker Propranolol Modulates Decision Urgency During Sequential Information Gathering

scientific article published on 13 July 2018

Bilinearity, rules, and prefrontal cortex

scientific article (publication date: 2007)

Bonsai trees in your head: how the pavlovian system sculpts goal-directed choices by pruning decision trees

scientific article

Change, stability, and instability in the Pavlovian guidance of behaviour from adolescence to young adulthood

scientific article published on 31 December 2018

Change-based inference for invariant discrimination

scientific article

Change-based inference in attractor nets: linear analysis

scientific article published on 21 September 2010

Charting the landscape of priority problems in psychiatry, part 1: classification and diagnosis

scientific article

Charting the landscape of priority problems in psychiatry, part 2: pathogenesis and aetiology

scientific article

Choice values

scientific article published in August 2006

Clinical prediction rule for identifying children with cerebrospinal fluid pleocytosis at very low risk of bacterial meningitis

scientific article

Cognitive Bias in Ambiguity Judgements: Using Computational Models to Dissect the Effects of Mild Mood Manipulation in Humans

scientific article

Combined model-free and model-sensitive reinforcement learning in non-human primates

scientific article published on 22 June 2020

Competition and Arbors in Ocular Dominance ⬇️

Computational Differences between Asymmetrical and Symmetrical Networks ⬇️

Computational differences between asymmetrical and symmetrical networks

scientific article published in February 1999

Computational modelling

scientific article published on April 1994

Computational phenotyping of two-person interactions reveals differential neural response to depth-of-thought

scientific article

Computational psychiatry

scientific article

Computations Underlying Social Hierarchy Learning: Distinct Neural Mechanisms for Updating and Representing Self-Relevant Information

scientific article published on December 2016

Control of neurite growth and guidance by an inhibitory cell-body signal.

scientific article

Controversies in rapid sequence intubation in children

scientific article

Controversies in the evaluation and management of minor blunt head trauma in children

scientific article

Correlations strike back (again): the case of associative memory retrieval ⬇️

Cortical Surround Interactions and Perceptual Salience via Natural Scene Statistics

scientific article

Cortical substrates for exploratory decisions in humans

scientific article

Decision theory, reinforcement learning, and the brain

scientific article published on December 2008

Decodability of Reward Learning Signals Predicts Mood Fluctuations.

scientific article

Deep brain stimulation of the subthalamic nucleus modulates sensitivity to decision outcome value in Parkinson's disease

scientific article published on 14 September 2016

Depression: a decision-theoretic analysis

scientific article

Differential encoding of losses and gains in the human striatum

scientific article

Differential, but not opponent, effects of L -DOPA and citalopram on action learning with reward and punishment

scientific article published on March 2014

Discriminative accuracy of novel and traditional biomarkers in children with suspected appendicitis adjusted for duration of abdominal pain.

scientific article

Disentangled behavioural representations ⬇️

Disentangling the roles of approach, activation and valence in instrumental and pavlovian responding

scientific article

Disorders of compulsivity: a common bias towards learning habits

scientific article

Dissecting the links between reward and loss, decision-making, and self-reported affect using a computational approach

scientific article published on 08 January 2021

Dissociable Effects of Serotonin and Dopamine on the Valuation of Harm in Moral Decision Making

scientific article published on 2 July 2015

Dissociable roles of ventral and dorsal striatum in instrumental conditioning

scientific article

Dissociating neural learning signals in human sign- and goal-trackers

scientific article published on 11 November 2019

Distributional Population Codes and Multiple Motion Models ⬇️

Does the Wake-sleep Algorithm Produce Good Density Estimators? ⬇️

scientific article published in January 1996

Dopamine Bonuses ⬇️

Dopamine Increases a Value-Independent Gambling Propensity

scientific article published on 6 May 2016

Dopamine Modulation in a Basal Ganglio-Cortical Network of Working Memory ⬇️

scientific article published in January 2004

Dopamine and performance in a reinforcement learning task: evidence from Parkinson's disease

scientific article

Dopamine modulates reward-related vigor

scientific article published on 18 February 2013

Dopamine modulation in the basal ganglia locks the gate to working memory

scientific article

Dopamine restores reward prediction errors in old age.

scientific article published on 24 March 2013

Dopamine, learning, and impulsivity: a biological account of attention-deficit/hyperactivity disorder

scientific article published in April 2005

Dopamine, reinforcement learning, and addiction

scientific article published on 11 May 2009

Dopamine, uncertainty and TD learning

scientific article

Dopamine: generalization and bonuses

scientific article

Dopaminergic Modulation of Decision Making and Subjective Well-Being

scientific article published in July 2015

Doubly Distributional Population Codes: Simultaneous Representation of Uncertainty and Multiplicity ⬇️

scientific article published on 01 October 2003

Dynamics of attentional selection under conflict: toward a rational Bayesian account

scientific article published on June 2009

Early childhood investment impacts social decision-making four decades later

scientific article published in Nature Communications

Effect of antibiotic pretreatment on cerebrospinal fluid profiles of children with bacterial meningitis

scientific article published in October 2008

Effectiveness of the head CT choice decision aid in parents of children with minor head trauma: study protocol for a multicenter randomized trial

scientific article

Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search ⬇️

scientific article published in January 2012

Effort and valuation in the brain: the effects of anticipation and execution

scientific article published on April 2013

Encoding and decoding spikes for dynamic stimuli

scientific article published in September 2008

Erratum: Computational psychiatry

scholarly article by P. Read Montague et al published May 2012 in Trends in Cognitive Sciences

Estimating the incidence of first unprovoked seizure and newly diagnosed epilepsy in the low-income urban community of Northern Manhattan, New York City

scientific article

Expected and Unexpected Uncertainty: ACh and NE in the Neocortex ⬇️

scientific article published in January 2003

Explaining Away in Weight Space ⬇️

Fast Sequences of Non-spatial State Representations in Humans

scientific article published on 15 June 2016

Fast population coding

scientific article published in February 2007

Feudal Reinforcement Learning ⬇️

scientific article published in January 1993

Flexible shaping: how learning in small steps helps

scientific article published in January 2009

Foraging for foundations in decision neuroscience: insights from ethology

scientific article published on 01 July 2018

Foraging in an Uncertain Environment Using Predictive Hebbian Learning ⬇️

scientific article published in January 1994

Forget-me-some: General versus special purpose models in a hierarchical probabilistic task

scientific article published in PLoS ONE

Formalizing Neurath's ship: Approximate algorithms for online causal learning

scientific article

Forming global estimates of self-performance from local confidence

article

Go and no-go learning in reward and punishment: Interactions between affect and effect ⬇️

scientific article published on April 21, 2012

Goal-directed control and its antipodes

scientific article published on 24 March 2009

Goals and habits in the brain

scientific article published on October 2013

Harm to others outweighs harm to self in moral decision making

scientific article

Hippocampal Contributions to Control: The Third Way ⬇️

scientific article published in January 2008

Hippocampal Model of Rat Spatial Abilities Using Temporal Difference Learning ⬇️

Hippocampally-Dependent Consolidation in a Hierarchical Model of Neocortex ⬇️

scientific article published in January 2001

How People Use Social Information to Find out What to Want in the Paradigmatic Case of Inter-temporal Preferences

scientific article published on 22 July 2016

How fast to work: Response vigor, motivation and tonic dopamine ⬇️

scientific article published in January 2006

How humans integrate the prospects of pain and reward during choice

scientific article

How to set the switches on this thing ⬇️

scientific article published on June 15, 2012

Human pavlovian-instrumental transfer

scientific article

Identification of children at very low risk of clinically-important brain injuries after head trauma: a prospective cohort study

scientific article

Identifying adolescent females at high risk of pregnancy in a pediatric emergency department

scientific article published on 4 April 2012

Images, frames, and connectionist hierarchies

scientific article published on October 2006

Impaired adaptation of learning to contingency volatility in internalizing psychopathology

scientific article published on 22 December 2020

Improving Policies without Measuring Merits ⬇️

scientific article published in January 1996

Incidental findings in children with blunt head trauma evaluated with cranial CT scans

scientific article published on 22 July 2013

Increased decision thresholds enhance information gathering performance in juvenile Obsessive-Compulsive Disorder (OCD).

scientific article

Increased decision thresholds trigger extended information gathering across the compulsivity spectrum

scientific article

Inference and computation with population codes

scientific article

Inference, Attention, and Decision in a Bayesian Neural Architecture ⬇️

article by Angela J. Yu & Peter Dayan published 2005 in Advances in Neural Information Processing Systems 17

Information processing with population codes

scientific article

Instrumental vigour in punishment and reward ⬇️

scientific article published on April 1, 2012

Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models ⬇️

scholarly article by Amir Dezfouli et al published 2018 in Advances in Neural Information Processing Systems 31

Interplay of approximate planning strategies

scientific article

Interrater reliability of clinical findings in children with possible appendicitis

scientific article

Interrupting behaviour: Minimizing decision costs via temporal commitment and low-level interrupts

scientific article published on 16 January 2018

Know Thy Neighbour: A Normative Theory of Synaptic Depression ⬇️

scientific article published in January 2009

Learning Contextual Reward Expectations for Value Adaptation

scientific article published on 26 September 2017

Learning and selective attention

scientific article

Learning to use past evidence in a sophisticated world model

scientific article published on 24 June 2019

Light Dominates Peripheral Circadian Oscillations in Drosophila melanogaster During Sensory Conflict

scientific article

Load and Attentional Bayes ⬇️

Locus coeruleus integrity in old age is selectively related to memories linked with salient negative events

scientific article published on 12 February 2018

Magnetoencephalography decoding reveals structural differences within integrative decision processes

scientific article published on 07 September 2018

Mapping anhedonia onto reinforcement learning: a behavioural meta-analysis

scientific article published on 19 June 2013

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

scientific article

Matching storage and recall: hippocampal spike timing-dependent plasticity and phase response curves

scientific article published on 30 October 2005

Matters temporal

scientific article published in March 2002

Memory, modelling and Marr: a commentary on Marr (1971) 'Simple memory: a theory of archicortex'

scientific article

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

scientific article published on June 2014

Model-based influences on humans' choices and striatal prediction errors

scientific article

Modeling Avoidance in Mood and Anxiety Disorders Using Reinforcement Learning.

scientific article published on 8 February 2017

Modeling the Manifolds of Images of Handwritten Digits

scientific article published in January 1997

Models that learn how humans learn: The case of decision-making and its disorders.

scientific article published on 11 June 2019

Monte Carlo Planning Method Estimates Planning Horizons during Interactive Social Exchange ⬇️

scientific article published on 8 June 2015

Moral transgressions corrupt neural representations of value

scientific article published in May 2017

Motivated Reinforcement Learning ⬇️

scientific article published in January 2002

Multi-level visual adaptation: dissociating curvature and facial-expression aftereffects produced by the same adapting stimuli

scientific article published on 19 September 2012

Multiple value signals in dopaminergic midbrain and their role in avoidance contexts

scientific article published on 27 April 2016

Navigating through Temporal Difference ⬇️

scientific article published in January 1991

Necessary, yet dissociable contributions of the insular and ventromedial prefrontal cortices to norm adaptation: computational and lesion evidence in humans

scientific article

Networks, circuits and computation

scientific article published on 17 August 2011

Neural Models for Part-Whole Hierarchies ⬇️

scientific article published in January 1997

Neural prediction errors reveal a risk-sensitive reinforcement-learning process in the human brain

scientific article published in January 2012

Neuroscience. Matchmaking

scientific article

Nonlinear ideal observation and recurrent preprocessing in perceptual learning

scientific article published in May 2003

Nonpolitical images evoke neural predictors of political ideology

scientific article

Noradrenaline modulates decision urgency during sequential information gathering

Norepinephrine and Neural Interrupts ⬇️

scientific article published in January 2006

Off-line replay maintains declarative memories in a model of hippocampal-neocortical interactions

scientific article published on 22 February 2004

Opponency revisited: competition and cooperation between dopamine and serotonin

scientific article published on 29 September 2010

Opponent interactions between serotonin and dopamine

scientific article

Optimal decisions for contrast discrimination

scientific article published on 08 December 2011

Optimal indolence: a normative microscopic approach to work and leisure

scientific article published on 27 November 2013

Optimal recall from bounded metaplastic synapses: predicting functional adaptations in hippocampal area CA3.

scientific article

Optimism and pessimism in optimised replay

scientific article published on 12 January 2022

Palmistry

scientific article

Pattern formation and cortical maps

scientific article published in July 2003

Pavlovian-instrumental interaction in 'observing behavior'.

scientific article

Pavlovian-instrumental interactions in active avoidance: The bark of neutral trials

article

Pediatric preparedness of Lebanese emergency departments

scientific article

Perceptual organization in the tilt illusion

scientific article

Persecutory delusions and the conditioned avoidance paradigm: towards an integration of the psychology and biology of paranoia

scientific article published on November 2007

Perturbing Hebbian Rules ⬇️

scientific article published in January 1992

Pharmacological Fingerprints of Contextual Uncertainty.

scientific article

Pharmacological sedation for cranial computed tomography in children after minor blunt head trauma

scientific article published in January 2014

Phasic norepinephrine: a neural interrupt signal for unexpected events

scientific article published in December 2006

Plasticity Kernels and Temporal Statistics ⬇️

scientific article published in January 2004

Position Variance, Recurrence and Perceptual Learning ⬇️

Pre-procedural Ultrasound for Infant Lumbar Puncture: A randomized clinical trial

scientific article published on 12 April 2018

Prefrontal Dynamics Associated with Efficient Detours and Shortcuts: A Combined Functional Magnetic Resonance Imaging and Magnetoencenphalography Study

scientific article published on 16 April 2019

Prior preferences beneficially influence social and non-social learning

scientific article published on 10 October 2017

Probabilistic Computation in Spiking Populations ⬇️

scientific article published in January 2005

Probabilistic Interpretation of Population Codes ⬇️

scientific article published in January 1997

Probabilistic interpretation of population codes

scientific article published on February 1998

Prospective and retrospective temporal difference learning

scientific article

Psychiatry: Insights into depression through normative decision-making models ⬇️

Pupil-linked phasic arousal evoked by violation but not emergence of regularity within rapid sound sequences

scientific article published on 06 September 2019

Putting the computation back into computational modeling

scientific article published in February 2006

Q-learning

scientific article

RETRACTED: A mathematical model explains saturating axon guidance responses to molecular gradients.

scientific article published on 2 February 2016

Rate- and Phase-coded Autoassociative Memory ⬇️

scientific article published in January 2005

Rationalizable irrationalities of choice

scientific article published on 20 March 2014

Recognizing Handwritten Digits Using Mixtures of Linear Models ⬇️

scientific article published in January 1995

Recurrent sampling models for the Helmholtz machine

scientific article

Referral and resource use patterns for psychiatric-related visits to pediatric emergency departments

scientific article published on April 2009

Reinforcement learning: the good, the bad and the ugly

scientific article published on April 2008

Replay, Repair and Consolidation ⬇️

scientific article published in January 2003

Representation, abstraction, and simple-minded sophisticates

scientific article published on 19 June 2020

Retraction: A mathematical model explains saturating axon guidance responses to molecular gradients.

scientific article

Retrospective model-based inference guides model-free credit assignment

scientific article published in Nature Communications

Reward, motivation, and reinforcement learning

scientific article published in October 2002

Risk Taking for Potential Reward Decreases across the Lifespan

scientific article

Risk of intracranial pathologic conditions requiring emergency intervention after a first complex febrile seizure episode among children

scientific article

Safety out of control: dopamine and defence

scientific article

Selective Bayes: attentional load and crowding

scientific article published on 6 May 2010

Sensory Conflict Disrupts Activity of the Drosophila Circadian Network

scientific article published in November 2016

Serotonin in affective control

scientific article published on January 2009

Serotonin selectively modulates reward value in human decision-making

scientific article published on April 2012

Serotonin's many meanings elude simple theories

scientific article published on 8 April 2015

Serotonin, inhibition, and negative mood

scientific article

Simple Plans or Sophisticated Habits? State, Transition and Learning Interactions in the Two-Step Task

scientific article published on 11 December 2015

Simple substrates for complex cognition

scientific article published on 15 December 2008

Soft mixer assignment in a hierarchical generative model of natural scene statistics

scientific article published on November 2006

Some work and some play: microscopic and macroscopic approaches to labor and leisure

scientific article

Space and time in visual context

scientific article published on July 2007

Sparse coding can predict primary visual cortex receptive field changes induced by abnormal visual input

scientific article

States versus rewards: dissociable neural prediction error signals underlying model-based and model-free reinforcement learning

scientific article

Statistical Models of Conditioning ⬇️

Statistical Models of Linear and Nonlinear Contextual Interactions in Early Visual Processing ⬇️

scientific article published in January 2009

Striatal structure and function predict individual biases in learning to avoid pain

scientific article published on 11 April 2016

Synapses with short-term plasticity are optimal estimators of presynaptic membrane potentials ⬇️

scientific article published on September 19, 2010

Taming the shrewdness of neural function: methodological challenges in computational psychiatry

scholarly article by Peter Dayan et al published October 2015 in Current Opinion in Behavioral Sciences

Tamping Ramping: Algorithmic, Implementational, and Computational Explanations of Phasic Dopamine Signals in the Accumbens

scientific article published on 23 December 2015

Temporal Difference Learning of Position Evaluation in the Game of Go ⬇️

scientific article published in January 1994

Temporal difference models and reward-related learning in the human brain

scientific article published in April 2003

Temporal difference models describe higher-order learning in humans

scientific article published in June 2004

Temporal structure in associative retrieval

scientific article

Test characteristics of the respiratory syncytial virus enzyme-linked immunoabsorbent assay in febrile infants < or = 60 days of age.

scientific article published in July 2002

The "wake-sleep" algorithm for unsupervised neural networks

scientific article

The Convergence of TD(λ) for General λ

The Dopaminergic Midbrain Mediates an Effect of Average Reward on Pavlovian Vigor.

scientific article published on 15 April 2016

The Helmholtz Machine ⬇️

scientific article published on September 1, 1995

The Neural Basis of Aversive Pavlovian Guidance during Planning

scientific article

The Protective Action Encoding of Serotonin Transients in the Human Brain

scientific article published on 3 January 2018

The algorithmic anatomy of model-based evaluation.

scientific article

The company they keep: background similarity influences transfer of aftereffects from second- to first-order stimuli

scientific article published on June 2013

The effect of motivation on movement: a study of bradykinesia in Parkinson's disease

scientific article published in 2012

The effect of observation on cranial computed tomography utilization for children after blunt head trauma

scientific article

The habenula encodes negative motivational value associated with primary punishment in humans

scientific article (publication date: 12 August 2014)

The influence of contextual reward statistics on risk preference

scientific article published on 17 December 2015

The influence of receptor positioning on chemotactic information.

scientific article published on 2 July 2014

The limits of chemosensation vary across dimensions

scientific article

The misbehavior of value and the discipline of the will

scientific article published on 30 August 2006

The modulation of savouring by prediction error and its effects on choice

scientific article published on 21 April 2016

The role of background statistics in face adaptation

scientific article

The roles of online and offline replay in planning

scientific article published on 17 June 2020

The social contingency of momentary subjective well-being

scientific article published on 13 June 2016

The value of what's to come: Neural mechanisms coupling prediction error and the utility of anticipation

scientific article published on 19 June 2020

Theoretical neuroscience: computational and mathematical modeling of neural systems

book published in 2001

Tonic dopamine: opportunity costs and the control of response vigor

scientific article published on 10 October 2006

Touché: the feeling of choice

scientific article published in April 2005

Treatment of tetralogy of Fallot hypoxic spell with intranasal fentanyl

scientific article

Twenty-Five Lessons from Computational Neuromodulation ⬇️

scientific article published on October 4, 2012

Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories ⬇️

scientific article published in January 2011

Uncertainty in learning, choice, and visual fixation

scientific article published on 24 January 2020

Uncertainty, neuromodulation, and attention

scientific article

Uncertainty, phase and oscillatory hippocampal recall ⬇️

scientific article published in January 2007

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

scientific article published on 6 November 2005

Varieties of Helmholtz Machine

scientific article published in November 1996

Vigor in the face of fluctuating rates of reward: an experimental examination

scientific article published on 7 July 2011

When money is not enough: awareness, success, and variability in motor learning

scientific article published on 28 January 2014

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