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Neural Dynamics of Serial Dependence in Numerosity Perception.
Michele Fornaciai1, Joonkoo Park1
1University of Massachusetts.
Journal of Cognitive Neuroscience
|September 28, 2019
Summary
Serial dependence, a bias making current perceptions match past ones, helps stabilize vision. This study shows this neural bias in numerosity perception persists long after initial processing, reactivated by later brain stimulation.
Area of Science:
- Cognitive Neuroscience
- Visual Perception
Background:
- Serial dependence stabilizes visual perception by biasing current stimuli towards previously seen ones.
- A neural signature of serial dependence in numerosity perception emerges early in processing.
- It remains unknown if this neural signature persists beyond initial perceptual stages.
Purpose of the Study:
- To investigate the neural dynamics of serial dependence in numerosity perception.
- To determine if the neural signature of serial dependence is retained after initial processing.
- To explore the persistence of biased neural representations.
Main Methods:
- Electroencephalography (EEG) recording during a numerosity discrimination task.
- Introduction of a task-irrelevant stimulus to induce serial dependence.
- Perturbation (pinging) of neural networks to quantify hidden memory states.
Main Results:
- A neural signature of serial dependence was observed early in brain signals, shortly after stimulus onset.
- Later neural perturbations successfully reactivated the biased neural representation.
- This indicates the persistence of the serial dependence signature.
Conclusions:
- The neural signature of serial dependence in numerosity perception is not transient.
- Biased neural representations induced by serial dependence are preserved over extended periods.
- This provides empirical evidence for the long-term stability of serial dependence effects in neural representations.
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