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Prediction error and repetition suppression have distinct effects on neural representations of visual information. | LitMetric

AI Article Synopsis

  • Predictive coding theories suggest that our brains create expectations based on recent experiences, which lead to reduced responses when those expectations are met.
  • In an experiment using electroencephalography, researchers tested how the brain's response to visual scenes changed based on whether the images were expected to repeat or change.
  • The findings showed that unexpected visual stimuli triggered stronger neural responses, while repeated, expected stimuli did not affect the brain's orientation selectivity, indicating that expectation and repetition suppression influence brain activity in different ways.

Article Abstract

Predictive coding theories argue that recent experience establishes expectations in the brain that generate when violated. Prediction errors provide a possible explanation for , where evoked neural activity is attenuated across repeated presentations of the same stimulus. The predictive coding account argues repetition suppression arises because repeated stimuli are expected, whereas non-repeated stimuli are unexpected and thus elicit larger neural responses. Here, we employed electroencephalography in humans to test the predictive coding account of repetition suppression by presenting sequences of visual gratings with orientations that were expected either to repeat or change in separate blocks of trials. We applied multivariate forward modelling to determine how orientation selectivity was affected by repetition and prediction. Unexpected stimuli were associated with significantly enhanced orientation selectivity, whereas selectivity was unaffected for repeated stimuli. Our results suggest that repetition suppression and expectation have separable effects on neural representations of visual feature information.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6312401PMC
http://dx.doi.org/10.7554/eLife.33123DOI Listing

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