Subspace partitioning in the human prefrontal cortex resolves cognitive interference

Proc Natl Acad Sci U S A. 2023 Jul 11;120(28):e2220523120. doi: 10.1073/pnas.2220523120. Epub 2023 Jul 3.

Abstract

The human prefrontal cortex (PFC) constitutes the structural basis underlying flexible cognitive control, where mixed-selective neural populations encode multiple task features to guide subsequent behavior. The mechanisms by which the brain simultaneously encodes multiple task-relevant variables while minimizing interference from task-irrelevant features remain unknown. Leveraging intracranial recordings from the human PFC, we first demonstrate that competition between coexisting representations of past and present task variables incurs a behavioral switch cost. Our results reveal that this interference between past and present states in the PFC is resolved through coding partitioning into distinct low-dimensional neural states; thereby strongly attenuating behavioral switch costs. In sum, these findings uncover a fundamental coding mechanism that constitutes a central building block of flexible cognitive control.

Keywords: cognitive control; intracranial EEG; population geometry; prefrontal cortex.

Publication types

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

MeSH terms

  • Cognition*
  • Humans
  • Prefrontal Cortex*