Orthogonal neural encoding of targets and distractors supports multivariate cognitive control.

Journal: Nature human behaviour

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Affiliated Institutions:  Cognitive, Linguistic & Psychological Science, Brown University, Providence, RI, USA. hritz@princeton.edu. Cognitive, Linguistic & Psychological Science, Brown University, Providence, RI, USA.

Abstract summary 

The complex challenges of our mental life require us to coordinate multiple forms of neural information processing. Recent behavioural studies have found that people can coordinate multiple forms of attention, but the underlying neural control process remains obscure. We hypothesized that the brain implements multivariate control by independently monitoring feature-specific difficulty and independently prioritizing feature-specific processing. During functional MRI, participants performed a parametric conflict task that separately tags target and distractor processing. Consistent with feature-specific monitoring, univariate analyses revealed spatially segregated encoding of target and distractor difficulty in the dorsal anterior cingulate cortex. Consistent with feature-specific attentional priority, our encoding geometry analysis revealed overlapping but orthogonal representations of target and distractor coherence in the intraparietal sulcus. Coherence representations were mediated by control demands and aligned with both performance and frontoparietal activity, consistent with top-down attention. Together, these findings provide evidence for the neural geometry necessary to coordinate multivariate cognitive control.

Authors & Co-authors:  Ritz Shenhav

Study Outcome 

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Statistics
Citations :  Musslick, S., Shenhav, A., Botvinick, M. & Cohen, J. A Computational model of control allocation based on the expected value of control. In 2nd Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM, 2019).
Authors :  2
Identifiers
Doi : 10.1038/s41562-024-01826-7
SSN : 2397-3374
Study Population
Male,Female
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Publication Country
England