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How do (perceptual) distracters distract?
Tsvetomira Dumbalska1, Katarzyna Rudzka2,3, Hannah E Smithson1
1Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom.
Plos Computational Biology
|October 13, 2022
Summary
Distracters influence choices by interacting with target stimuli, not independently. This consistency bias affects decision values, not sensory signals, and is independent of spatial attention.
Area of Science:
- Cognitive Psychology
- Computational Neuroscience
- Human Behaviour
Background:
- Perceptual decisions are often made in the presence of distracting stimuli.
- The precise mechanisms by which distracters impact decision-making remain incompletely understood.
- Existing models propose either independent or interactive effects of distracters on choices.
Purpose of the Study:
- To investigate how irrelevant distracters modulate human choices during perceptual tasks.
- To contrast computational models explaining independent versus interaction effects of distracters.
- To determine the locus and attentional dependence of any observed distracter effects.
Main Methods:
- Human behavioral experiments measuring orientation judgments of target gratings.
- Psychophysical reverse correlation to analyze decision strategies.
- Computational modeling, comparing independent and interaction models of distracter influence.
Main Results:
- Decisions were significantly more sensitive when target and distracter stimuli were consistent.
- Evidence strongly supported an interaction model over an independent model.
- A consistency bias was observed, operating on decision values, independent of spatial attention.
Conclusions:
- Distracters interact with target information, biasing choices based on stimulus consistency.
- This bias operates at the decision level, not solely on initial sensory processing.
- A normalization framework explains how context (expectation and variability) influences perception.
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