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Training Under Attentional Competition Produces Persistent Biases in Visual Appearance
Arxiv
|February 6, 2026
Summary
Learning to focus attention during sensory competition permanently changes visual perception. Training alters perceived contrast, demonstrating a recalibration of subjective appearance, not just improved discrimination.
Area of Science:
- Neuroscience
- Cognitive Psychology
- Visual Perception
Background:
- Selective attention can temporarily modify visual perception.
- It remains unclear if these attentional effects on appearance can be learned and become lasting.
Purpose of the Study:
- To investigate whether training attention under conditions of sensory competition leads to enduring changes in perceived visual contrast.
- To determine if such training recalibrates subjective visual appearance.
Main Methods:
- Participants underwent seven days of training on an orientation task.
- Training involved either a fixed target location with a salient distractor (sensory competition) or without a distractor.
- Perceived contrast was measured using the point of subjective equality (PSE) before and after training.
Main Results:
- Training under sensory competition induced a "push-pull" shift in perceived contrast.
- Stimuli at the trained location appeared to have higher contrast, while stimuli at the untrained location appeared to have lower contrast.
- Training without distractors improved task performance but did not alter perceived contrast.
Conclusions:
- Resolving sensory competition through attention training leads to durable recalibration of subjective visual appearance.
- These learned effects on perception are robust, generalize to new stimuli, and are not solely due to response bias improvements.
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