Nature Communications (Jan 2019)

An orderly single-trial organization of population dynamics in premotor cortex predicts behavioral variability

  • Ziqiang Wei,
  • Hidehiko Inagaki,
  • Nuo Li,
  • Karel Svoboda,
  • Shaul Druckmann

DOI
https://doi.org/10.1038/s41467-018-08141-6
Journal volume & issue
Vol. 10, no. 1
pp. 1 – 14

Abstract

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To explain the neural correlates of behavior and its variability, one must analyze single-trial population dynamics. Here, the authors develop a statistical method that extracts low-dimensional dynamics that explain behavior better than high-dimensional neural activity revealing unexpected structure.