1. The magnitude of trial-by-trial neural variability is reproducible over time and across tasks in humans
- Author
-
Ilan Dinstein, Gil Gonen-Yaacovi, and Ayelet Arazi
- Subjects
Male ,medicine.medical_specialty ,Neural variability ,Time Factors ,Eye Movements ,Sensory system ,Motor Activity ,Electroencephalography ,Audiology ,Stimulus (physiology) ,Choice Behavior ,Young Adult ,Neural activity ,Reaction Time ,medicine ,Humans ,EEG ,Visual Cortex ,medicine.diagnostic_test ,General Neuroscience ,Cognition ,General Medicine ,New Research ,variability quenching ,Perceptual performance ,Inhibition, Psychological ,Memory, Short-Term ,Visual cortex ,medicine.anatomical_structure ,8.1 ,Visual Perception ,Sensory and Motor Systems ,Female ,trial-by-trial variability ,Psychology ,neural noise - Abstract
Numerous studies have shown that neural activity in sensory cortices is remarkably variable over time and across trials even when subjects are presented with an identical repeating stimulus or task. This trial-by-trial neural variability is relatively large in the pre-stimulus period and considerably smaller (quenched) following stimulus presentation. Previous studies have suggested that the magnitude of neural variability affects behavior such that perceptual performance is better on trials and in individuals where variability quenching is larger. To what degree are neural variability magnitudes of individual subjects flexible or static? Here, we used EEG recordings from adult humans to demonstrate that neural variability magnitudes in visual cortex are remarkably consistent across different tasks and recording sessions. While magnitudes of neural variability differed dramatically across individual subjects, they were surprisingly stable across four tasks with different stimuli, temporal structures, and attentional/cognitive demands as well as across experimental sessions separated by one year. These experiments reveal that, in adults, neural variability magnitudes are mostly solidified individual characteristics that change little with task or time, and are likely to predispose individual subjects to exhibit distinct behavioral capabilities.Significance statementBrain activity varies dramatically from one moment to the next. Recent research has revealed that humans exhibit different magnitudes of trial-by-trial neural variability, which explain differences in their perceptual performance. How stable are neural variability magnitudes over time and across tasks? Here, subjects performed four different experiments in two experimental sessions separated by one year. The results revealed that neural variability magnitudes were remarkably consistent over time and across tasks, suggesting that the magnitude of neural variability is a solidified neural characteristic that may predispose individual subjects to exhibit different behavioral capabilities.
- Published
- 2016
- Full Text
- View/download PDF