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Related Experiment Video

Updated: Apr 6, 2026

A Novel Experimental and Analytical Approach to the Multimodal Neural Decoding of Intent During Social Interaction in Freely-behaving Human Infants
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Theory of mind: a neural prediction problem.

Jorie Koster-Hale1, Rebecca Saxe

  • 1Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.

Neuron
|September 10, 2013
PubMed
Summary

Neural systems predict incoming information, with signals reflecting prediction errors. This predictive coding framework is extended to theory of mind, showing reduced neural activity for predictable social stimuli.

Area of Science:

  • Neuroscience
  • Cognitive Science
  • Social Cognition

Background:

  • Predictive coding explains how neural systems anticipate sensory input.
  • Neural signals often encode prediction errors rather than raw stimuli.
  • Theory of Mind (ToM) involves understanding others' mental states.

Purpose of the Study:

  • To extend the predictive coding framework to the domain of Theory of Mind.
  • To investigate neural mechanisms underlying social cognition through the lens of prediction.
  • To explore how the brain processes predictable vs. unpredictable social information.

Main Methods:

  • Review of existing neuroscientific evidence on responses to human behavior depictions.
  • Analysis of neural activity patterns in various brain regions.

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  • Comparison of predictive coding signatures with alternative explanations.
  • Main Results:

    • Neural responses to human behavior (e.g., biological motion, traits) show reduced activity for predictable stimuli.
    • This pattern aligns with the key signature of predictive coding across brain regions.
    • Evidence suggests a unified predictive coding mechanism for sensory and social information.

    Conclusions:

    • The predictive coding framework offers a viable model for understanding Theory of Mind computations.
    • Reduced neural activity to predictable social stimuli supports this extended framework.
    • Future research can further elucidate the neural basis of social inference using predictive coding principles.