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Category-Biased Neural Representations Form Spontaneously during Learning That Emphasizes Memory for Specific

Stefania R Ashby1, Dagmar Zeithamova2

  • 1Department of Psychology, University of Oregon Eugene, OR, 97403.

The Journal of Neuroscience : the Official Journal of the Society for Neuroscience
|December 23, 2021
PubMed
Summary
This summary is machine-generated.

Category labels can spontaneously create perceptual biases during learning. Even when focusing on individual details, neural representations emphasize category information, influencing how we perceive similarity.

Keywords:
categorizationcategory biasmultivoxel pattern analysispattern similarity analysisperceived similarity

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Area of Science:

  • Cognitive Neuroscience
  • Perception Psychology

Background:

  • Category learning can lead to perceptual biases, making items within a category seem more similar.
  • It remains unclear how category bias develops when learning emphasizes individual stimuli or if it emerges spontaneously during learning.

Purpose of the Study:

  • To investigate category biases in neural representations during stimulus encoding.
  • To determine if category bias develops spontaneously even when learning individual stimuli.

Main Methods:

  • Functional magnetic resonance imaging (fMRI) was used during stimulus encoding.
  • Neural pattern classification and similarity analyses tracked category information in the brain.
  • Participants learned full names for face-blend stimuli indicating category membership.

Main Results:

  • Stimulus category was decodable across multiple brain regions during encoding.
  • Similar category items showed more similar neural representations in the prefrontal cortex than dissimilar category items.
  • This occurred even when participants focused on individual stimuli and category-irrelevant features.

Conclusions:

  • Category labels can spontaneously bias neural representations during encoding.
  • This bias emphasizes category-relevant information, even without explicit categorization tasks.
  • Bias emerges when category information is present, irrespective of focus on individuals.