Relating normalization to neuronal populations across cortical areas

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Abstract
Normalization, which divisively scales neuronal responses to multiple stimuli, is thought to underlie many sensory, motor, and cognitive processes. In every study where it has been investigated, neurons measured in the same brain area under identical conditions exhibit a range of normalization, ranging from suppression by nonpreferred stimuli (strong normalization) to additive responses to combinations of stimuli (no normalization). Normalization has been hypothesized to arise from interactions between neuronal populations, either in the same or different brain areas, but current models of normalization are not mechanistic and focus on trial-averaged responses. To gain insight into the mechanisms underlying normalization, we examined interactions between neurons that exhibit different degrees of normalization. We recorded from multiple neurons in three cortical areas while rhesus monkeys viewed superimposed drifting gratings. We found that neurons showing strong normalization shared less trial-to-trial variability with other neurons in the same cortical area and more variability with neurons in other cortical areas than did units with weak normalization. Furthermore, the cortical organization of normalization was not random: neurons recorded on nearby electrodes tended to exhibit similar amounts of normalization. Together, our results suggest that normalization reflects a neuron's role in its local network and that modulatory factors like normalization share the topographic organization typical of sensory tuning properties.
Funding Information
  • HHS | NIH | National Eye Institute (NEI) (4R00EY020844, R01 EY022930)
  • HHS | NIH | National Institute of Neurological Disorders and Stroke (NINDS) (NIH 5T32NS7391-14)
  • Whitehall Foundation (New Investigator Grant)
  • Klingenstein-Simons (Fellowship)
  • Simons Collaboration on the Global Brain (grant)
  • McKnight Scholar Award
  • Sloan Research Fellowship

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