Task-State Decoders as Individual-Differences Measures: Evidence from a Working Memory Neural Signature

Abstract excerpt

<h4>Background</h4> Task-based fMRI (tb-fMRI) provides experimentally controlled probes of brain function but has faced challenges in identifying reliable and behaviorally meaningful individual differences. Decoder models trained to distinguish task states - “neural signatures” - have been widely applied to characterize psychological processes, but their utility as individual-difference measures remains underexpl...

Topics

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• Dopamine and cAMP-Regulated Phosphoprotein 32
• Image Processing, Computer-Assisted
• Imaging, Three-Dimensional
• Memory Disorders
• Memory, Short-Term
• Mental Recall
• Receptors, Dopamine D2
• Verbal Learning

Identifiers and source

Literature Corpus work

be821237-f1b3-55e9-bf0d-584561916719

DOI

10.1101/2025.01.30.25321355