Nature Communications (Jul 2016)

Chunking as the result of an efficiency computation trade-off

  • Pavan Ramkumar,
  • Daniel E. Acuna,
  • Max Berniker,
  • Scott T. Grafton,
  • Robert S. Turner,
  • Konrad P. Kording

DOI
https://doi.org/10.1038/ncomms12176
Journal volume & issue
Vol. 7, no. 1
pp. 1 – 11

Abstract

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Complex motions can be achieved by chunking together simple movements at the cost of producing smooth, efficient trajectories. Here the authors apply a new algorithm to monkeys learning complex motor sequences and show that optimization initially occurs within small chunks that are later combined.