The Computational, Pharmacological, and Physiological Determinants of Sensory Learning under Uncertainty

Learning to Perceive and Perceiving to Learn

(2020) Clare Press et al.   TRENDS IN COGNITIVE SCIENCES

Predicting to Perceive and Learning When to Learn

(2020) Philip Corlett   TRENDS IN COGNITIVE SCIENCES

Stimulation of the vagus nerve reduces learning in a go/no-go reinforcement learning task

(2020) Anne Kühnel et al.   EUROPEAN NEUROPSYCHOPHARMACOLOGY

State anxiety biases estimates of uncertainty and impairs reward learning in volatile environments

(2020) Thomas P. Hein et al.   NEUROIMAGE

Post-traumatic stress disorder as a disorder of prediction

(2019) Peggy Seriès   NATURE NEUROSCIENCE

An Active Inference Approach to Interoceptive Psychopathology

(2019) Martin P. Paulus et al.   Annual Review of Clinical Psychology

Visceral Signals Shape Brain Dynamics and Cognition

(2019) Damiano Azzalini et al.   TRENDS IN COGNITIVE SCIENCES

Altered learning under uncertainty in unmedicated mood and anxiety disorders

(2019) Jessica Aylward et al.   Nature Human Behaviour

Reframing PTSD for computational psychiatry with the active inference framework

(2019) Adam Linson et al.   Cognitive Neuropsychiatry

The Perceptual Prediction Paradox

(2019) Clare Press et al.   TRENDS IN COGNITIVE SCIENCES

A computational account of threat-related attentional bias

(2019) Toby Wise et al.   PLoS Computational Biology

Catecholaminergic modulation of meta-learning

(2019) Jennifer L Cook et al.   eLife

Effects of Blood Pressure on Cognitive Performance: A Systematic Review

(2019) Giuseppe Forte et al.   Journal of Clinical Medicine

The Predictive Coding Account of Psychosis

(2018) Philipp Sterzer et al.   BIOLOGICAL PSYCHIATRY

Locus coeruleus activation accelerates perceptual learning

(2018) Erin Glennon et al.   BRAIN RESEARCH

Computational Neuropsychology and Bayesian Inference

(2018) Thomas Parr et al.   Frontiers in Human Neuroscience

Beta-blocker propranolol modulates decision urgency during sequential information gathering

(2018) Tobias U. Hauser et al.   JOURNAL OF NEUROSCIENCE

The role of associative fear and avoidance learning in anxiety disorders: Gaps and directions for future research

(2018) Andre Pittig et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Interoceptive inference: From computational neuroscience to clinic

(2018) Andrew P. Owens et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

What is mood? A computational perspective

(2018) James E Clark et al.   PSYCHOLOGICAL MEDICINE

How Do Expectations Shape Perception?

(2018) Floris P. de Lange et al.   TRENDS IN COGNITIVE SCIENCES

Neuromodulatory Correlates of Pupil Dilation

(2018) Rylan S. Larsen et al.   Frontiers in Neural Circuits

Cultural effects on computational metrics of spatial and temporal context

(2018) Nicholas D. Wright et al.   Scientific Reports

Focus of attention modulates the heartbeat evoked potential

(2018) Frederike H. Petzschner et al.   NEUROIMAGE

Adults with autism overestimate the volatility of the sensory environment

(2017) Rebecca P Lawson et al.   NATURE NEUROSCIENCE

Bayesian approaches to autism: Towards volatility, action, and behavior.

(2017) Colin J. Palmer et al.   PSYCHOLOGICAL BULLETIN

Pavlovian conditioning–induced hallucinations result from overweighting of perceptual priors

(2017) A. R. Powers et al.   SCIENCE

Social Bayes: Using Bayesian Modeling to Study Autistic Trait–Related Differences in Social Cognition

(2016) Meltem Sevgi et al.   BIOLOGICAL PSYCHIATRY

Relationships between Pupil Diameter and Neuronal Activity in the Locus Coeruleus, Colliculi, and Cingulate Cortex

(2016) Siddhartha Joshi et al.   NEURON

Computations of uncertainty mediate acute stress responses in humans

(2016) Archy O. de Berker et al.   Nature Communications

Pharmacological Fingerprints of Contextual Uncertainty

(2016) Louise Marshall et al.   PLOS BIOLOGY

Catecholaminergic Regulation of Learning Rate in a Dynamic Environment

(2016) Marieke Jepma et al.   PLoS Computational Biology

Unexpected arousal modulates the influence of sensory noise on confidence

(2016) Micah Allen et al.   eLife

Confidence and psychosis: a neuro-computational account of contingency learning disruption by NMDA blockade

(2015) F Vinckier et al.   MOLECULAR PSYCHIATRY

Anxious individuals have difficulty learning the causal statistics of aversive environments

(2015) Michael Browning et al.   NATURE NEUROSCIENCE

Coordinated forms of noradrenergic plasticity in the locus coeruleus and primary auditory cortex

(2015) Ana Raquel O Martins et al.   NATURE NEUROSCIENCE

Optogenetic silencing of locus coeruleus activity in mice impairs cognitive flexibility in an attentional set-shifting task

(2015) Kathrin Janitzky et al.   Frontiers in Behavioral Neuroscience

Uncertainty in perception and the Hierarchical Gaussian Filter

(2014) Christoph D. Mathys et al.   Frontiers in Human Neuroscience

An aberrant precision account of autism

(2014) Rebecca P. Lawson et al.   Frontiers in Human Neuroscience

Pupil diameter covaries with BOLD activity in human locus coeruleus

(2014) Peter R. Murphy et al.   HUMAN BRAIN MAPPING

Fear from the Heart: Sensitivity to Fear Stimuli Depends on Individual Heartbeats

(2014) S. N. Garfinkel et al.   JOURNAL OF NEUROSCIENCE

Role of the Medial Prefrontal Cortex in Impaired Decision Making in Juvenile Attention-Deficit/Hyperactivity Disorder

(2014) Tobias U. Hauser et al.   JAMA Psychiatry

Spatial Attention, Precision, and Bayesian Inference: A Study of Saccadic Response Speed

(2013) Simone Vossel et al.   CEREBRAL CORTEX

Ridge Regression in Prediction Problems: Automatic Choice of the Ridge Parameter

(2013) Erika Cule et al.   GENETIC EPIDEMIOLOGY

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

(2013) Dan W. Grupe et al.   NATURE REVIEWS NEUROSCIENCE

Bayesian model selection for group studies — Revisited

(2013) L. Rigoux et al.   NEUROIMAGE

Hierarchical Prediction Errors in Midbrain and Basal Forebrain during Sensory Learning

(2013) Sandra Iglesias et al.   NEURON

The Computational Anatomy of Psychosis

(2013) Rick A. Adams et al.   Frontiers in Psychiatry

Computational modeling of perceptual inference: A hierarchical Bayesian approach that allows for individual and contextual differences in weighting of input

(2012) C. Mathys et al.   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

Rational regulation of learning dynamics by pupil-linked arousal systems

(2012) Matthew R Nassar et al.   NATURE NEUROSCIENCE

Neuromodulation of Brain States

(2012) Seung-Hee Lee et al.   NEURON

Orienting and Reorienting: The Locus Coeruleus Mediates Cognition through Arousal

(2012) Susan J. Sara et al.   NEURON

When the world becomes ‘too real’: a Bayesian explanation of autistic perception

(2012) Elizabeth Pellicano et al.   TRENDS IN COGNITIVE SCIENCES

On hyperpriors and hypopriors: comment on Pellicano and Burr

(2012) Karl J. Friston et al.   TRENDS IN COGNITIVE SCIENCES

A Bayesian foundation for individual learning under uncertainty

(2011) Christoph Mathys   Frontiers in Human Neuroscience

Executive function and PTSD: Disengaging from trauma

(2011) Robin L. Aupperle et al.   NEUROPHARMACOLOGY

Mass univariate analysis of event-related brain potentials/fields II: Simulation studies

(2011) David M. Groppe et al.   PSYCHOPHYSIOLOGY

Striatal Prediction Error Modulates Cortical Coupling

(2010) H. E. M. den Ouden et al.   JOURNAL OF NEUROSCIENCE

Multi-subject analyses with dynamic causal modeling

(2009) Christian Herbert Kasess et al.   NEUROIMAGE

Perceiving is believing: a Bayesian approach to explaining the positive symptoms of schizophrenia

(2008) Paul C. Fletcher et al.   NATURE REVIEWS NEUROSCIENCE

Priming, response learning and repetition suppression

(2008) A.J. Horner et al.   NEUROPSYCHOLOGIA