Doubting what you already know: Uncertainty regarding state transitions is associated with obsessive compulsive symptoms

Neural Mechanisms of Updating under Reducible and Irreducible Uncertainty

(2017) Kenji Kobayashi et al.   JOURNAL OF NEUROSCIENCE

Uncertainty, epistemics and active inference

(2017) Thomas Parr et al.   Journal of the Royal Society Interface

Compulsivity Reveals a Novel Dissociation between Action and Confidence

(2017) Matilde M. Vaghi et al.   NEURON

Value-based decision making under uncertainty in hoarding and obsessive- compulsive disorders

(2017) Helen Pushkarskaya et al.   PSYCHIATRY RESEARCH

Prior probabilities modulate cortical surprise responses: A study of event-related potentials

(2016) Caroline Seer et al.   BRAIN AND COGNITION

Neural signals encoding shifts in beliefs

(2016) Philipp Schwartenbeck et al.   NEUROIMAGE

Active inference and learning

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

Comparison of Bayesian predictive methods for model selection

(2016) Juho Piironen et al.   STATISTICS AND COMPUTING

Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC

(2016) Aki Vehtari et al.   STATISTICS AND COMPUTING

Intrinsic Valuation of Information in Decision Making under Uncertainty

(2016) Daniel Bennett et al.   PLoS Computational Biology

Characterizing a psychiatric symptom dimension related to deficits in goal-directed control

(2016) Claire M Gillan et al.   eLife

Reinforcement Learning in Multidimensional Environments Relies on Attention Mechanisms

(2015) Y. Niv et al.   JOURNAL OF NEUROSCIENCE

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

(2013) Simone Vossel et al.   CEREBRAL CORTEX

Excessive checking for non-anxiogenic stimuli in obsessive-compulsive disorder

(2012) A.-H. Clair et al.   EUROPEAN PSYCHIATRY

Inferring Relevance in a Changing World

(2012) Robert C. Wilson et al.   Frontiers in Human Neuroscience

Disruption in the Balance Between Goal-Directed Behavior and Habit Learning in Obsessive-Compulsive Disorder

(2011) Claire M. Gillan et al.   AMERICAN JOURNAL OF PSYCHIATRY

Forgetting what you have checked: A link between working memory impairment and checking behaviors in obsessive-compulsive disorder

(2011) N. Jaafari et al.   EUROPEAN PSYCHIATRY

Neurocognitive endophenotypes of impulsivity and compulsivity: towards dimensional psychiatry

(2011) Trevor W. Robbins et al.   TRENDS IN COGNITIVE SCIENCES

How cognitive modeling can benefit from hierarchical Bayesian models

(2010) Michael D. Lee   JOURNAL OF MATHEMATICAL PSYCHOLOGY

The free-energy principle: a unified brain theory?

(2010) Karl Friston   NATURE REVIEWS NEUROSCIENCE

Detecting and predicting changes

(2008) Scott D. Brown et al.   COGNITIVE PSYCHOLOGY

Electrophysiological evidence for cortical abnormalities in obsessive–compulsive disorder – A replication study using auditory event-related P300 subcomponents

(2007) Doris Gohle et al.   JOURNAL OF PSYCHIATRIC RESEARCH