Recent advances in the application of predictive coding and active inference models within clinical neuroscience

Atypical processing of uncertainty in individuals at risk for psychosis

(2020) David M. Cole et al.   NeuroImage-Clinical

The evolution and development of the uniquely human capacity for emotional awareness: A synthesis of comparative anatomical, cognitive, neurocomputational, and evolutionary psychological perspectives

(2020) Ryan Smith et al.   BIOLOGICAL PSYCHOLOGY

Imprecise action selection in substance use disorder: Evidence for active learning impairments when solving the explore-exploit dilemma

(2020) Ryan Smith et al.   DRUG AND ALCOHOL DEPENDENCE

The hierarchically mechanistic mind: A free-energy formulation of the human psyche

(2019) Paul Benjamin Badcock et al.   Physics of Life Reviews

The hierarchically mechanistic mind: an evolutionary systems theory of the human brain, cognition, and behavior

(2019) Paul B. Badcock et al.   COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE

Distorted cognitive processes in major depression – A predictive processing perspective

(2019) Tobias Kube et al.   BIOLOGICAL PSYCHIATRY

Prefrontal Computation as Active Inference

(2019) Thomas Parr et al.   CEREBRAL CORTEX

Neurocomputational mechanisms underlying emotional awareness: insights afforded by deep active inference and their potential clinical relevance

(2019) Ryan Smith et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Introducing a Bayesian model of selective attention based on active inference

(2019) M. Berk Mirza et al.   Scientific Reports

Planning and navigation as active inference

(2018) Raphael Kaplan et al.   BIOLOGICAL CYBERNETICS

Nested positive feedback loops in the maintenance of major depression: An integration and extension of previous models

(2018) Ryan Smith et al.   BRAIN BEHAVIOR AND IMMUNITY

What is mood? A computational perspective

(2018) James E Clark et al.   PSYCHOLOGICAL MEDICINE

Higher levels of trait emotional awareness are associated with more efficient global information integration throughout the brain: a graph-theoretic analysis of resting state functional connectivity

(2018) Ryan Smith et al.   Social Cognitive and Affective Neuroscience

The role of medial prefrontal cortex in the working memory maintenance of one’s own emotional responses

(2018) Ryan Smith et al.   Scientific Reports

Common and Unique Neural Systems Underlying the Working Memory Maintenance of Emotional vs. Bodily Reactions to Affective Stimuli: The Moderating Role of Trait Emotional Awareness

(2018) Ryan Smith et al.   Frontiers in Human Neuroscience

A neuro-cognitive process model of emotional intelligence

(2018) Ryan Smith et al.   BIOLOGICAL PSYCHOLOGY

An embodied neurocomputational framework for organically integrating biopsychosocial processes

(2018) Ryan Smith et al.   PSYCHOSOMATIC MEDICINE

The Anatomy of Inference: Generative Models and Brain Structure

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

Hallucinations and Strong Priors

(2018) Philip R. Corlett et al.   TRENDS IN COGNITIVE SCIENCES

A tutorial on the free-energy framework for modelling perception and learning

(2017) Rafal Bogacz   JOURNAL OF MATHEMATICAL PSYCHOLOGY

Uncertainty, epistemics and active inference

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

Adults with autism overestimate the volatility of the sensory environment

(2017) Rebecca P Lawson et al.   NATURE NEUROSCIENCE

Active Inference: A Process Theory

(2017) Karl Friston et al.   NEURAL COMPUTATION

Emotional awareness and expression training improves irritable bowel syndrome: A randomized controlled trial

(2017) E. R. Thakur et al.   NEUROGASTROENTEROLOGY AND MOTILITY

Resting state functional connectivity correlates of emotional awareness

(2017) Ryan Smith et al.   NEUROIMAGE

Reconciling cognitive and affective neuroscience perspectives on the brain basis of emotional experience

(2017) Jaak Panksepp et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Pavlovian conditioning–induced hallucinations result from overweighting of perceptual priors

(2017) A. R. Powers et al.   SCIENCE

Hierarchical prediction errors in midbrain and septum during social learning

(2017) Andreea O. Diaconescu et al.   Social Cognitive and Affective Neuroscience

Maintaining the feelings of others in working memory is associated with activation of the left anterior insula and left frontal-parietal control network

(2017) Ryan Smith et al.   Social Cognitive and Affective Neuroscience

The Depressed Brain: An Evolutionary Systems Theory

(2017) Paul B. Badcock et al.   TRENDS IN COGNITIVE SCIENCES

Working memory, attention, and salience in active inference

(2017) Thomas Parr et al.   Scientific Reports

Allostatic Self-efficacy: A Metacognitive Theory of Dyshomeostasis-Induced Fatigue and Depression

(2016) Klaas E. Stephan et al.   Frontiers in Human Neuroscience

The effects of a novel psychological attribution and emotional awareness and expression therapy for chronic musculoskeletal pain: A preliminary, uncontrolled trial

(2016) Amanda J. Burger et al.   JOURNAL OF PSYCHOSOMATIC RESEARCH

Computational psychiatry as a bridge from neuroscience to clinical applications

(2016) Quentin J M Huys et al.   NATURE NEUROSCIENCE

Active inference and learning

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

Unconscious emotion: A cognitive neuroscientific perspective

(2016) Ryan Smith et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

An active inference theory of allostasis and interoception in depression

(2016) Lisa Feldman Barrett et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

A mega-analysis of fixed-dose trials reveals dose-dependency and a rapid onset of action for the antidepressant effect of three selective serotonin reuptake inhibitors

(2016) F Hieronymus et al.   Translational Psychiatry

Interoceptive predictions in the brain

(2015) Lisa Feldman Barrett et al.   NATURE REVIEWS NEUROSCIENCE

The neural basis of one's own conscious and unconscious emotional states

(2015) Ryan Smith et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Affective agnosia: Expansion of the alexithymia construct and a new opportunity to integrate and extend Freud's legacy

(2015) Richard D. Lane et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Social working memory and its distinctive link to social cognitive ability: an fMRI study

(2015) Meghan L. Meyer et al.   Social Cognitive and Affective Neuroscience

What has serotonin to do with depression?

(2015) Philip J. Cowen et al.   World Psychiatry

The neural basis of attaining conscious awareness of sad mood

(2014) Ryan Smith et al.   Brain Imaging and Behavior

The Dopaminergic Midbrain Encodes the Expected Certainty about Desired Outcomes

(2014) Philipp Schwartenbeck et al.   CEREBRAL CORTEX

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

From stress to inflammation and major depressive disorder: A social signal transduction theory of depression.

(2014) George M. Slavich et al.   PSYCHOLOGICAL BULLETIN

Precise minds in uncertain worlds: Predictive coding in autism.

(2014) Sander Van de Cruys et al.   PSYCHOLOGICAL REVIEW

Hierarchical Prediction Errors in Midbrain and Basal Forebrain during Sensory Learning

(2013) Sandra Iglesias et al.   NEURON

From conflict management to reward-based decision making: Actors and critics in primate medial frontal cortex

(2013) Massimo Silvetti et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Structural and Functional Brain Networks: From Connections to Cognition

(2013) H.-J. Park et al.   SCIENCE

Emotional Valence and the Free-Energy Principle

(2013) Mateus Joffily et al.   PLoS Computational Biology

Canonical Microcircuits for Predictive Coding

(2012) Andre M. Bastos et al.   NEURON

Spontaneous Prediction Error Generation in Schizophrenia

(2012) Yuichi Yamashita et al.   PLoS One

Smooth Pursuit and Visual Occlusion: Active Inference and Oculomotor Control in Schizophrenia

(2012) Rick A. Adams et al.   PLoS One

Evidence for social working memory from a parametric functional MRI study

(2012) M. L. Meyer et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Computational models of motivated action selection in corticostriatal circuits

(2011) Michael J Frank   CURRENT OPINION IN NEUROBIOLOGY

Computational psychiatry

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

Attention, Uncertainty, and Free-Energy

(2010) Harriet Feldman et al.   Frontiers in Human Neuroscience

The free-energy principle: a unified brain theory?

(2010) Karl Friston   NATURE REVIEWS NEUROSCIENCE

The Social Brain: Neural Basis of Social Knowledge

(2008) Ralph Adolphs   Annual Review of Psychology

A Hierarchy of Time-Scales and the Brain

(2008) Stefan J. Kiebel et al.   PLoS Computational Biology