Article

Predictive Coding and Neurocomputational Psychiatry: A Mechanistic Framework for Understanding Mental Disorders

2025-07-29

Abstract excerpt

<p>Predictive coding offers a powerful computational framework for understanding brain function and psychiatric disorders at a mechanistic level. This perspective synthesises advances in computational psychiatry, proposing that mental disorders can be conceptualised as specific alterations in the brain’s predictive inference machinery. We first outline the theoretical foundations of predictive coding, including Ba...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 7c986bec-ec0b-5198-9251-fb6a0b79bfa3
DOI: 10.31234/osf.io/wd23k_v2

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Predictive Coding and Neurocomputational Psychiatry: A Mechanistic Framework for Understanding Mental DisordersDOI 10.31234/osf.io/wd23k_v2Read

Predictive Coding and Neurocomputational Psychiatry: A Mechanistic Framework for Understanding Mental DisordersSemantic proximity Read

Theory-Driven Computational Psychiatry and Its Challenges: An Optimistic OutlookSemantic proximity Read

Theory-Driven Computational Psychiatry and Its Challenges: An Optimistic OutlookSemantic proximity Read

Integrating theory-driven and data-driven computational psychiatrySemantic proximity Read

Computational modelling in disorders of consciousness: closing the gap towards personalised models for restoring consciousnessSemantic proximity Read

Utility of computational approaches for precision psychiatry: Applications to substance use disordersSemantic proximity Read

Utility of computational approaches for precision psychiatry: Applications to substance use disordersSemantic proximity Read

Topographic variation in neurotransmitter receptor densities explains differences in intracranial EEG spectraSemantic proximity Read

Computational Phenotyping in Psychiatry: A Worked Example.Semantic proximity Read

Linking Brain Entropy to Molecular and Cellular Architecture in PsychosisSemantic proximity Read

Dynamics-Informed Priors (DIP) for Neural Mass ModellingSemantic proximity Read

Increasing the Construct Validity of Computational Phenotypes of Mental Illness Through Active Inference and Brain ImagingSemantic proximity Read