State dependence of noise correlations in macaque primary visual cortex

Neuron. 2014 Apr 2;82(1):235-48. doi: 10.1016/j.neuron.2014.02.006.


Shared, trial-to-trial variability in neuronal populations has a strong impact on the accuracy of information processing in the brain. Estimates of the level of such noise correlations are diverse, ranging from 0.01 to 0.4, with little consensus on which factors account for these differences. Here we addressed one important factor that varied across studies, asking how anesthesia affects the population activity structure in macaque primary visual cortex. We found that under opioid anesthesia, activity was dominated by strong coordinated fluctuations on a timescale of 1-2 Hz, which were mostly absent in awake, fixating monkeys. Accounting for these global fluctuations markedly reduced correlations under anesthesia, matching those observed during wakefulness and reconciling earlier studies conducted under anesthesia and in awake animals. Our results show that internal signals, such as brain state transitions under anesthesia, can induce noise correlations but can also be estimated and accounted for based on neuronal population activity.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Analgesics, Opioid / pharmacology
  • Animals
  • Macaca mulatta
  • Male
  • Models, Statistical
  • Motion Perception / physiology*
  • Neurons / drug effects
  • Neurons / physiology*
  • Orientation / physiology*
  • Photic Stimulation
  • Visual Cortex / cytology*
  • Visual Cortex / drug effects
  • Visual Cortex / physiology*
  • Visual Pathways
  • Wakefulness


  • Analgesics, Opioid