4.7 Article

Very high density EEG elucidates spatiotemporal aspects of early visual processing

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SCIENTIFIC REPORTS
卷 7, 期 -, 页码 -

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NATURE PUBLISHING GROUP
DOI: 10.1038/s41598-017-16377-3

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  1. CMU BrainHUB
  2. Systems on Nanoscale Information fabriCs (SONIC) - MARCO
  3. DARPA
  4. National Science Foundation [BCS-1354350]
  5. Henry L. Hillman Presidential Fellowship
  6. College of Engineering at Carnegie Mellon University
  7. CNBC

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Standard human EEG systems based on spatial Nyquist estimates suggest that 20-30 mm electrode spacing suffices to capture neural signals on the scalp, but recent studies posit that increasing sensor density can provide higher resolution neural information. Here, we compared super-Nyquist density EEG (SND) with Nyquist density (ND) arrays for assessing the spatiotemporal aspects of early visual processing. EEG was measured from 128 electrodes arranged over occipitotemporal brain regions (14 mm spacing) while participants viewed flickering checkerboard stimuli. Analyses compared SND with ND-equivalent subsets of the same electrodes. Frequency-tagged stimuli were classified more accurately with SND than ND arrays in both the time and the frequency domains. Representational similarity analysis revealed that a computational model of V1 correlated more highly with the SND than the ND array. Overall, SND EEG captured more neural information from visual cortex, arguing for increased development of this approach in basic and translational neuroscience.

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