A Hierarchical Generative Framework of Language Processing: Linking Language Perception, Interpretation, and Production Abnormalities in Schizophrenia.
Meredith Brown, Gina R Kuperberg
Frontiers in Human Neuroscience 2015 DOI: 10.3389/fnhum.2015.00643 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Review Peer reviewed |
|---|---|
| Keywords | Auditory verbal hallucinations Generative models Language Schizophrenia Speech perception Thought disorder |
| Key findings | Argues that disruptions to internal generative predictive circuits in language processing may reduce the efficiency and robustness of both high-level semantic and low-level speech perception in schizophrenia, and may contribute to thought-disordered speech and auditory verbal hallucinations. Proposes that generative probabilistic frameworks can link these previously separate lines of research and suggest directions for cognitive rehabilitation. |
Abstract
Language and thought dysfunction are central to the schizophrenia syndrome. They are evident in the major symptoms of psychosis itself, particularly as disorganized language output (positive thought disorder) and auditory verbal hallucinations (AVHs), and they also manifest as abnormalities in both high-level semantic and contextual processing and low-level perception. However, the literatures characterizing these abnormalities have largely been separate and have sometimes provided mutually exclusive accounts of aberrant language in schizophrenia. In this review, we propose that recent generative probabilistic frameworks of language processing can provide crucial insights that link these four lines of research. We first outline neural and cognitive evidence that real-time language comprehension and production normally involve internal generative circuits that propagate probabilistic predictions to perceptual cortices - predictions that are incrementally updated based on prediction error signals as new inputs are encountered. We then explain how disruptions to these circuits may compromise communicative abilities in schizophrenia by reducing the efficiency and robustness of both high-level language processing and low-level speech perception. We also argue that such disruptions may contribute to the phenomenology of thought-disordered speech and false perceptual inferences in the language system (i.e., AVHs). This perspective suggests a number of productive avenues for future research that may elucidate not only the mechanisms of language abnormalities in schizophrenia, but also promising directions for cognitive rehabilitation.
Citations in the library
Cited by 3
- Apical integration theory provides a neural basis for understanding disorganization and consciousness in the schizophrenias Current Research in Neurobiology July 1, 2026
- N-methyl-D-aspartate receptor antagonism impairs sensory gating in the auditory cortex in response to speech stimuli. Psychopharmacology July 2022
- The neural hierarchy of consciousness: A theoretical model and review on neurophysiology and NCCs. Neuropsychologia May 3, 2022
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