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Stimulus onset quenches neural variability: a widespread cortical phenomenon
Mark M Churchland1, Byron M Yu, John P Cunningham
1Department of Electrical Engineering, Stanford University School of Medicine, Stanford University, Stanford, California, USA. church@stanford.edu
Nature Neuroscience
|February 23, 2010
Summary
Stimulus onset consistently reduces neural variability across brain regions, even without changing average firing rates. This suggests cortical stabilization by input is a general property.
Area of Science:
- Neuroscience
- Computational Neuroscience
- Systems Neuroscience
Background:
- Neural responses are often analyzed by mean firing rate, but trial-to-trial variability is also significant.
- Previous research focused on how stimuli affect mean neural responses, with less attention to response variability.
Purpose of the Study:
- To investigate the effect of stimulus onset on neural response variability across different cortical areas.
- To determine if changes in neural variability are a general property of cortical processing.
Main Methods:
- Analysis of 13 extracellular and 1 intracellular neural recording datasets from multiple cortical areas in monkeys and cats.
- Measurement of neural variability in single-neuron spiking, membrane potential, and correlated spiking activity.
- Utilized 96-electrode arrays for correlated spiking variability measurements.
Main Results:
- Stimulus onset consistently decreased neural variability in all recorded datasets.
- This reduction in variability occurred irrespective of changes in the mean firing rate.
- Variability decline was observed across different recording types (membrane potential, single-unit spiking, multi-unit activity) and states (awake, behaving, anesthetized).
Conclusions:
- Stimulus onset induces a widespread decline in neural variability across cortical areas.
- This phenomenon suggests that cortical circuits are stabilized by input, a general property of the cortex.
- Understanding variability changes is crucial for a comprehensive view of neural responses to stimuli.
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