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Autism spectrum disorder (ASD) is a neurodevelopmental condition marked by persistent deficits in social communication and interaction alongside restrictive and repetitive behaviors or interests. ASD is sometimes accompanied by intellectual impairment.
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Related Experiment Video

Updated: Jun 5, 2025

Portable Intermodal Preferential Looking IPL: Investigating Language Comprehension in Typically Developing Toddlers and Young Children with Autism
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Altered category learning and reduced generalization in autistic adults.

Jaana Van Overwalle1,2, Stephanie Van der Donck2,3, Birte Geusens1

  • 1Department of Brain and Cognition, Leuven Brain Institute, KU Leuven, Leuven, Belgium.

Autism Research : Official Journal of the International Society for Autism Research
|December 16, 2024
PubMed
Summary

Individuals with autism spectrum condition (ASC) show atypical neural responses during category learning and reduced accuracy in generalizing learned categories to new situations. These differences may relate to intolerance of uncertainty and clinical symptoms in autism.

Keywords:
autismcategorizationelectroencephalographygeneralizationintolerance to uncertaintyperceptual learningpredictive processing

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Area of Science:

  • Neuroscience
  • Cognitive Psychology
  • Autism Research

Background:

  • Individuals with autism spectrum condition (ASC) may have difficulties with categorization and generalization.
  • Previous studies often examined these processes in isolation, neglecting neural underpinnings.

Purpose of the Study:

  • To investigate behavioral and neural mechanisms of categorization and generalization in autistic and neurotypical adults.
  • To explore the relationship between these cognitive processes and neural activity.

Main Methods:

  • Used electroencephalography (EEG) to record brain activity in 38 autistic and 38 neurotypical adults during a category learning task.
  • Presented participants with shapes from a multidimensional stimulus space to assess category learning and generalization.
  • Correlated behavioral findings with intolerance to uncertainty scores.

Main Results:

  • Autistic adults exhibited slower category learning, not attributable to strategy differences, but showed reduced N1 component amplitude in right occipital temporal cortex, suggesting atypical categorical proficiency.
  • Delayed and heightened frontal activation in autistic individuals post-feedback indicated potentially more explicit processing of prediction errors.
  • While both groups generalized learned categories, autistic adults were less accurate with novel shapes, correlating with higher intolerance to uncertainty.

Conclusions:

  • Autism spectrum condition is associated with distinct behavioral and neural patterns in category learning and generalization.
  • Reduced generalization accuracy in autism may be linked to intolerance of uncertainty.
  • These findings offer insights into the neural basis of cognitive differences in autism and their potential relation to clinical symptoms.