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Featural representation and internal noise underlie the eccentricity effect in contrast sensitivity
Shutian Xue1, Antonio Fernández1, Marisa Carrasco1,2
1Department of Psychology, New York University, New York, United States.
Biorxiv : the Preprint Server for Biology
|June 9, 2023
Summary
Human visual performance declines away from the fovea due to reduced feature representation and increased internal noise. This study reveals the foveal advantage in orientation sensitivity and lower noise levels contribute to better vision centrally.
Area of Science:
- Neuroscience
- Vision Science
- Computational Neuroscience
Background:
- Human visual performance, including contrast sensitivity and acuity, is highest at the fovea and decreases with eccentricity.
- The underlying causes of the eccentricity effect, particularly the role of differential feature tuning versus internal noise, remain incompletely understood.
Approach:
- Investigated the eccentricity effect by examining featural representation (tuning) and internal noise in human observers.
- Employed psychophysical reverse correlation to estimate visual system weights for orientations and spatial frequencies (SFs) at foveal and perifoveal locations.
- Measured response consistency using a double-pass method to infer internal noise levels via a noisy observer model.
Key Points:
- Found higher sensitivity to task-relevant orientations and SFs at the fovea compared to the perifovea, with no difference in feature selectivity.
- Demonstrated lower internal noise at the fovea than in perifoveal vision.
- Observed correlations between individual contrast sensitivity, feature sensitivity/selectivity, and internal noise.
Conclusions:
- The behavioral eccentricity effect is primarily driven by the fovea's superior orientation sensitivity and reduced internal noise.
- Suggests that enhanced representation of task-relevant features and diminished internal noise in the fovea contribute significantly to the observed eccentricity effect in human vision.
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