Nature Communications (Feb 2022)

Constructing neural network models from brain data reveals representational transformations linked to adaptive behavior

  • Takuya Ito,
  • Guangyu Robert Yang,
  • Patryk Laurent,
  • Douglas H. Schultz,
  • Michael W. Cole

DOI
https://doi.org/10.1038/s41467-022-28323-7
Journal volume & issue
Vol. 13, no. 1
pp. 1 – 16

Abstract

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The brain dynamically transforms cognitive information. Here the authors build task-performing, functioning neural network models of sensorimotor transformations constrained by human brain data without the use of typical deep learning techniques.