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Evidence accumulation during perceptual decisions in humans varies as a function of dorsal frontoparietal organization

Authors :
Sila Genc
Daniel P. Newman
Méadhbh B. Brosnan
Kristina Sabaroedin
Timothy J. Silk
Gerard M. Loughnane
Redmond G O'Connell
Mark A. Bellgrove
Alex Fornito
Source :
Nature Human Behaviour. 4:844-855
Publication Year :
2020
Publisher :
Springer Science and Business Media LLC, 2020.

Abstract

Animal neurophysiological studies have identified neural signals within dorsal frontoparietal areas that trace a perceptual decision by accumulating sensory evidence over time and trigger action upon reaching a threshold. Although analogous accumulation-to-bound signals are identifiable on extracranial human electroencephalography, their cortical origins remain unknown. Here neural metrics of human evidence accumulation, predictive of the speed of perceptual reports, were isolated using electroencephalography and related to dorsal frontoparietal network (dFPN) connectivity using diffusion and resting-state functional magnetic resonance imaging. The build-up rate of evidence accumulation mediated the relationship between the white matter macrostructure of dFPN pathways and the efficiency of perceptual reports. This association between steeper build-up rates of evidence accumulation and the dFPN was recapitulated in the resting-state networks. Stronger connectivity between dFPN regions is thus associated with faster evidence accumulation and speeded perceptual decisions. Our findings identify an integrated network for perceptual decisions that may be targeted for neurorehabilitation in cognitive disorders. How efficiently humans make perceptual decisions varies between people. Based on EEG and structural and functional MRI data, Brosnan et al. suggest a role for dorsal frontoparietal network connectivity in the speed of perceptual decisions.

Details

ISSN :
23973374
Volume :
4
Database :
OpenAIRE
Journal :
Nature Human Behaviour
Accession number :
edsair.doi.dedup.....53b0a751dda3c3cd6c9e11fd14ff0385