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Updated: Oct 23, 2025

Transauricular Vagus Nerve Stimulation and Electroencephalographic Assessment in Disorders of Consciousness
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Ensemble Statistics Can Be Available before Individual Item Properties: Electroencephalography Evidence Using the

Michael L Epstein1, Tatiana A Emmanouil1,2

  • 1Program in Psychology, The Graduate Center, City University of New York.

Journal of Cognitive Neuroscience
|August 24, 2021
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Summary

Ensemble perception, the rapid processing of group statistics, occurs faster than individual object perception. This electroencephalography study reveals that visual ensemble properties are perceived sooner than individual object details.

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Area of Science:

  • Cognitive Neuroscience
  • Visual Perception

Background:

  • Behavioral studies suggest rapid statistical property perception in object groups.
  • The precise timing of ensemble perception in vision remains an open question.

Purpose of the Study:

  • To directly compare the neural timing of ensemble perception versus individual object processing.
  • To investigate the speed of ensemble perception using electroencephalography (EEG).

Main Methods:

  • Utilized an oddball task with sequentially flashed line sets, presenting individual or ensemble orientation oddballs.
  • Recorded event-related potentials (ERPs), focusing on the P3b component, and employed multivariate pattern analysis (MVPA).
  • EEG analysis compared the latency of P3b components for ensemble and individual oddballs.

Main Results:

  • P3b components were observed for both individual and ensemble oddballs at parietal electrodes.
  • Ensemble P3b components occurred significantly earlier than individual P3b components.
  • MVPA showed ensemble oddball trials were classified earlier than individual oddball trials.

Conclusions:

  • Ensemble perception is a rapid visual process.
  • Visual ensemble properties are processed and available earlier than individual object properties.