A Bayesian account of 'hysteria'

MJ Edwards, RA Adams, H Brown, I Pareés, KJ Friston - Brain, 2012 - academic.oup.com
This article provides a neurobiological account of symptoms that have been called
'hysterical','psychogenic'or 'medically unexplained', which we will call functional motor and …

Computational neuropsychology and Bayesian inference

T Parr, G Rees, KJ Friston - Frontiers in human neuroscience, 2018 - frontiersin.org
Computational theories of brain function have become very influential in neuroscience. They
have facilitated the growth of formal approaches to disease, particularly in psychiatric …

Predictions, perception, and a sense of self

F Picard, K Friston - Neurology, 2014 - AAN Enterprises
In recent years there has been a paradigm shift in theoretical neuroscience in which the
brain—as a passive processor of sensory information—is now considered an active organ of …

The computational anatomy of psychosis

RA Adams, KE Stephan, HR Brown, CD Frith… - Frontiers in …, 2013 - frontiersin.org
This paper considers psychotic symptoms in terms of false inferences or beliefs. It is based
on the notion that the brain is an inference machine that actively constructs hypotheses to …

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

R Smith, RD Lane, T Parr, KJ Friston - Neuroscience & Biobehavioral …, 2019 - Elsevier
Emotional awareness (EA) is recognized as clinically relevant to the vulnerability to, and
maintenance of, psychiatric disorders. However, the neurocomputational processes that …

What is mood? A computational perspective

JE Clark, S Watson, KJ Friston - Psychological medicine, 2018 - cambridge.org
The neurobiological understanding of mood, and by extension mood disorders, remains
elusive despite decades of research implicating several neuromodulator systems. This …

[HTML][HTML] Interoceptive inference, emotion, and the embodied self

AK Seth - Trends in cognitive sciences, 2013 - cell.com
The concept of the brain as a prediction machine has enjoyed a resurgence in the context of
the Bayesian brain and predictive coding approaches within cognitive science. To date, this …

[HTML][HTML] Computational psychosomatics and computational psychiatry: toward a joint framework for differential diagnosis

FH Petzschner, LAE Weber, T Gard, KE Stephan - Biological psychiatry, 2017 - Elsevier
This article outlines how a core concept from theories of homeostasis and cybernetics, the
inference-control loop, may be used to guide differential diagnosis in computational …

Active inference, sensory attenuation and illusions

H Brown, RA Adams, I Parees, M Edwards… - Cognitive processing, 2013 - Springer
Active inference provides a simple and neurobiologically plausible account of how action
and perception are coupled in producing (Bayes) optimal behaviour. This can be seen most …

[HTML][HTML] Active inference, stressors, and psychological trauma: A neuroethological model of (mal) adaptive explore-exploit dynamics in ecological context

A Linson, T Parr, KJ Friston - Behavioural brain research, 2020 - Elsevier
This paper offers a formal account of emotional inference and stress-related behaviour,
using the notion of active inference. We formulate responses to stressful scenarios in terms …