Computational psychiatry: from synapses to sentience
K Friston - Molecular psychiatry, 2023 - nature.com
This review considers computational psychiatry from a particular viewpoint: namely, a
commitment to explaining psychopathology in terms of pathophysiology. It rests on the …
commitment to explaining psychopathology in terms of pathophysiology. It rests on the …
[HTML][HTML] The predictive coding account of psychosis
Fueled by developments in computational neuroscience, there has been increasing interest
in the underlying neurocomputational mechanisms of psychosis. One successful approach …
in the underlying neurocomputational mechanisms of psychosis. One successful approach …
A Bayesian perspective on magnitude estimation
Our representation of the physical world requires judgments of magnitudes, such as
loudness, distance, or time. Interestingly, magnitude estimates are often not veridical but …
loudness, distance, or time. Interestingly, magnitude estimates are often not veridical but …
Forms of prediction in the nervous system
C Teufel, PC Fletcher - Nature Reviews Neuroscience, 2020 - nature.com
The idea that predictions shape how we perceive and comprehend the world has become
increasingly influential in the field of systems neuroscience. It also forms an important …
increasingly influential in the field of systems neuroscience. It also forms an important …
Unification by fiat: arrested development of predictive processing
Predictive processing (PP) has been repeatedly presented as a unificatory account of
perception, action, and cognition. In this paper, we argue that this is premature: As a unifying …
perception, action, and cognition. In this paper, we argue that this is premature: As a unifying …
[HTML][HTML] The role of sleep dysfunction in the occurrence of delusions and hallucinations: a systematic review
Background Sleep dysfunction is extremely common in patients with schizophrenia. Recent
research indicates that sleep dysfunction may contribute to psychotic experiences such as …
research indicates that sleep dysfunction may contribute to psychotic experiences such as …
[HTML][HTML] The dysconnection hypothesis (2016)
Twenty years have passed since the dysconnection hypothesis was first proposed (Friston
and Frith, 1995; Weinberger, 1993). In that time, neuroscience has witnessed tremendous …
and Frith, 1995; Weinberger, 1993). In that time, neuroscience has witnessed tremendous …
A review on neural network models of schizophrenia and autism spectrum disorder
This survey presents the most relevant neural network models of autism spectrum disorder
and schizophrenia, from the first connectionist models to recent deep neural network …
and schizophrenia, from the first connectionist models to recent deep neural network …
Predictive Processing: A Circuit Approach to Psychosis
Predictive processing is a computational framework that aims to explain how the brain
processes sensory information by making predictions about the environment and minimizing …
processes sensory information by making predictions about the environment and minimizing …
[HTML][HTML] A perceptual inference mechanism for hallucinations linked to striatal dopamine
Hallucinations, a cardinal feature of psychotic disorders such as schizophrenia, are known
to depend on excessive striatal dopamine. However, an underlying cognitive mechanism …
to depend on excessive striatal dopamine. However, an underlying cognitive mechanism …