Ramping dynamics and theta oscillations reflect dissociable signatures during rule-guided human behavior

abstract:

Contextual cues and prior evidence guide human goal-directed behavior. The neurophysiological mechanisms that implement contextual priors to guide subsequent actions in the human brain remain unclear. Using intracranial electroencephalography (iEEG), we demonstrate that increasing uncertainty introduces a shift from a purely oscillatory to a mixed processing regime with an additional ramping component. Oscillatory and ramping dynamics reflect dissociable signatures, which likely differentially contribute to the encoding and transfer of different cognitive variables in a cue-guided motor task. The results support the idea that prefrontal activity encodes rules and ensuing actions in distinct coding subspaces, while theta oscillations synchronize the prefrontal-motor network, possibly to guide action execution. Collectively, our results reveal how two key features of large-scale neural population activity, namely continuous ramping dynamics and oscillatory synchrony, jointly support rule-guided human behavior.

Authors:

• Jan Weber

• Anne-Kristin Solbakk

• Alejandro O. Blenkmann

• Anais Llorens

• Ingrid Funderud

• Sabine Leske

• Pål Gunnar Larsson

• Lugoslav Ivanovic

• Robert T. Knight

• Tor Endestad

• Randolph F. Helfrich

Date: 2024

DOI: https://doi.org/10.1038/s41467-023-44571-7

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Subspace partitioning in the human prefrontal cortex resolves cognitive interference

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.

Authors:

• Jan Weber

• Gabriela Iwama

• Anne-Kristin Solbakk

• Alejandro O. Blenkmann

• Pal G. Larsson

• Jugoslav Ivanovic

• Robert T. Knight

• Tor Endestad

• Randolph Helfrich

Date: 2023

DOI: https://doi.org/10.1073/pnas.2220523120

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