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An active inference account of stuttering behavior
1Department of Communication Sciences and Disorders, University of Delaware, Newark, DE, United States.
Frontiers in Human Neuroscience
|April 18, 2025
Summary
This study interprets stuttering as a disruption in speech production, stemming from altered sensory processing and prediction errors within the active inference framework. This perspective offers new avenues for understanding and treating stuttering behaviors.
Area of Science:
- Neuroscience
- Speech-language pathology
- Cognitive science
Background:
- Stuttering is a neurodevelopmental disorder affecting speech fluency.
- Existing models do not fully integrate neurobiological and behavioral aspects.
- Active inference offers a framework for understanding perception-action cycles.
Purpose of the Study:
- To propose an interpretation of stuttering behavior using the active inference framework.
- To conceptualize stuttering as a disruption in speech production's perception-action cycle.
- To explain the neurobiological underpinnings of stuttering through predictive processing.
Main Methods:
- Application of active inference principles to stuttering.
- Hypothesizing mechanisms involving sensory precision and prediction error dynamics.
- Integrating neurobiological, psychological, and behavioral dimensions.
Main Results:
- Stuttering may arise from aberrant sensory precision and prediction error dynamics.
- Proposed mechanisms include mistimed precision dynamics and excessive attentional focus.
- The framework explains contextual variability and adaptation effects in stuttering.
Conclusions:
- Active inference provides a unified account of stuttering as a synaptopathy.
- This perspective highlights the role of neural oscillations, prediction error, and hierarchical integration.
- The proposed framework may guide innovative research and therapeutic strategies for stuttering.
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