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Updated: Jan 1, 2026

Stimulus-specific Cortical Visual Evoked Potential Morphological Patterns
Published on: May 12, 2019
Dynamics and sources of response variability and its coordination in visual cortex
Mahmood S Hoseini1, Nathaniel C Wright1, Ji Xia1
1Department of Physics, Washington University, St. Louis, Missouri.
Neural circuit activity shows input fluctuations drive initial responses, while network fluctuations dominate steady-state visual processing and coordinated variability. These dynamics rely on synaptic properties and circuit organization.
Area of Science:
- Neuroscience
- Computational Neuroscience
Background:
- Trial-to-trial response variability in sensory cortices is crucial for signal processing.
- Understanding the sources and coordination of this variability is limited.
Purpose of the Study:
- To investigate the contributions and dynamics of distinct sources to cortical response variability.
- To analyze the correlations of variability across cortical units.
Main Methods:
- Multisite local field potential (LFP) recordings from turtle visual cortex.
- Decomposition of LFP variability into input, network, and local fluctuation sources.
- Simulations of various model networks.
Main Results:
- Input fluctuations dominate early cortical responses; network fluctuations dominate steady-state responses.
- Network fluctuations drive correlations in variability during ongoing and steady-state activity.
- Synaptic time constants, clustering, and depression are essential for observed variability dynamics.
Conclusions:
- Cortical response variability arises from a complex interplay of input, network, and local factors.
- Thalamocortical circuit features shape stimulus-modulated cortical activity and apparent response variability.
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