4.8 Article

Dynamic and stable population coding of attentional instructions coexist in the prefrontal cortex

出版社

NATL ACAD SCIENCES
DOI: 10.1073/pnas.2202564119

关键词

frontal eye field; ventrolateral prefrontal cortex; visual area V4; visual attention; working memory

资金

  1. European Union (European Social Fund-ESF) through the Operational Programme Human Resources Development, Education and Lifelong Learning 2014-2020 [MIS 5048179]
  2. Hellenic Foundation for Research and Innovation (HFRI)
  3. General Secretariat for Research and Innovation (GSRI) [1199]

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Recent work has shown that neural representations in the prefrontal cortex (PFC) are changing to adapt to task demands, but it is still unclear how this dynamic coding depends on the encoded variable and anatomical constraints. In this study, using a cued attention task and multivariate classification methods, the researchers found that neuronal ensembles in the PFC encode and retain spatial and color attentional instructions in a specific manner. Spatial instructions were decoded from both the frontal eye field (FEF) and the ventrolateral PFC (vlPFC) populations, while color instructions were decoded more robustly from vlPFC. The results suggest that dynamic population coding of attentional instructions in the PFC is influenced by anatomical constraints and can coexist with stable subspace coding.
A large body of recent work suggests that neural representations in prefrontal cortex (PFC) are changing over time to adapt to task demands. However, it remains unclear whether and how such dynamic coding schemes depend on the encoded variable and are influenced by anatomical constraints. Using a cued attention task and multivariate classification methods, we show that neuronal ensembles in PFC encode and retain in working memory spatial and color attentional instructions in an anatomically specific manner. Spatial instructions could be decoded both from the frontal eye field (FEF) and the ventrolateral PFC (vlPFC) population, albeit more robustly from FEF, whereas color instructions were decoded more robustly from vlPFC. Decoding spatial and color information from vlPFC activity in the high-dimensional state space indicated stronger dynamics for color, across the cue presentation and memory periods. The change in the color code was largely due to rapid changes in the network state during the transition to the delay period. However, we found that dynamic vlPFC activity contained time-invariant color information within a low-dimensional subspace of neural activity that allowed for stable decoding of color across time. Furthermore, spatial attention influenced decoding of stimuli features profoundly in vlPFC, but less so in visual area V4. Overall, our results suggest that dynamic population coding of attentional instructions within PFC is shaped by anatomical constraints and can coexist with stable subspace coding that allows time-invariant decoding of information about the future target.

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