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Serial dependence improves performance and biases confidence-based decisions.

Paula A Maldonado Moscoso1,2, David C Burr3,4,5, Guido Marco Cicchini1,6

  • 1CNR, Institute of Neuroscience, Pisa, Italy.

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Summary
This summary is machine-generated.

Serial dependence, the influence of past stimuli on current perception, improves accuracy when orientation is continuous. However, repeating stimulus position does not enhance accuracy, suggesting perception, not decision-making, benefits from this history effect.

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Area of Science:

  • Cognitive Neuroscience
  • Visual Perception

Background:

  • Perception is influenced by prior stimuli, a phenomenon known as serial dependence (SD).
  • A key debate is whether SD impacts perceptual accuracy or solely introduces decision bias.

Purpose of the Study:

  • To investigate the origin of serial dependence in visual perception.
  • To differentiate between perceptual improvements and decisional biases caused by stimulus history.

Main Methods:

  • Participants judged the orientation of Gabor stimuli presented with matching bars.
  • Stimuli varied in orientation and position across trials, with some trials featuring continuity from the previous trial.
  • The study analyzed how continuity in orientation and position affected choice and accuracy.

Main Results:

  • Continuous orientation from previous trials led to a lasting accuracy advantage (up to four trials back).
  • Participants showed a preference for selecting stimuli with continuous orientation, with benefits accumulating over trials.
  • Continuity in stimulus position increased selection preference but did not improve accuracy.

Conclusions:

  • Serial dependence enhances visual perception accuracy, particularly when orientation is consistent.
  • The findings suggest that serial dependence primarily benefits the perceptual stage, not just decision-making.
  • This study provides novel insights into the mechanisms underlying serial dependence in human vision.