A Bayesian account of 'hysteria'
This article provides a neurobiological account of symptoms that have been called
'hysterical','psychogenic'or 'medically unexplained', which we will call functional motor and …
'hysterical','psychogenic'or 'medically unexplained', which we will call functional motor and …
Computational neuropsychology and Bayesian inference
Computational theories of brain function have become very influential in neuroscience. They
have facilitated the growth of formal approaches to disease, particularly in psychiatric …
have facilitated the growth of formal approaches to disease, particularly in psychiatric …
Predictions, perception, and a sense of self
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 …
brain—as a passive processor of sensory information—is now considered an active organ of …
The computational anatomy of psychosis
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 …
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
Emotional awareness (EA) is recognized as clinically relevant to the vulnerability to, and
maintenance of, psychiatric disorders. However, the neurocomputational processes that …
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 …
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 …
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
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 …
inference-control loop, may be used to guide differential diagnosis in computational …
Active inference, sensory attenuation and illusions
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 …
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
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 …
using the notion of active inference. We formulate responses to stressful scenarios in terms …