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Published on: July 21, 2020
Variability and Correlations in Primary Visual Cortical Neurons Driven by Fixational Eye Movements
James M McFarland1, Bruce G Cumming2, Daniel A Butts3
1Department of Biology and Program in Neuroscience and Cognitive Science, University of Maryland, College Park, Maryland 20815, and.
Fixational eye movements (FEMs) in awake primates create variability in visual stimuli, confounding neural response analysis. We developed new methods to quantify stimulus-driven and independent neural activity, revealing FEMs bias signal and noise measures in primary visual cortex.
Area of Science:
- Neuroscience
- Systems Neuroscience
- Visual Neuroscience
Background:
- Distinguishing stimulus-driven neural activity from spontaneous fluctuations is crucial in systems neuroscience.
- Standard methods rely on repeated stimulus presentations, assuming identical stimuli across trials.
- Fixational eye movements (FEMs) in awake animals introduce trial-to-trial stimulus variability, challenging this assumption.
Purpose of the Study:
- To develop and validate novel analytical methods for quantifying stimulus-driven and stimulus-independent neural responses in the presence of FEMs.
- To assess the impact of FEMs on measures of neural response reliability and inter-neuron correlations in primary visual cortex (V1).
Main Methods:
- Utilized precise model-based eye tracking to quantify FEMs during neural recordings in awake primate V1.
- Developed new analytical techniques to disentangle stimulus-driven and stimulus-independent neural activity components.
- Applied these methods to neural recordings to analyze response variance and inter-neuron correlations.
Main Results:
- Standard analysis methods ignoring FEMs significantly underestimate stimulus-driven neural response variance in V1.
- FEMs introduce substantial biases in measures of neural response reliability and signal-to-noise ratios.
- Correlations between pairs of V1 neurons are also demonstrably biased by FEMs.
Conclusions:
- FEMs have a dramatic and often overlooked impact on assessing neural activity in awake primates.
- The novel analytical approach effectively controls for FEM-induced confounds in V1 recordings.
- Accurate quantification of signal and noise in visual neurons requires explicit consideration of FEMs.
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