Rapid item-updating elevates neural manifold dynamics during encoding: evidence from a fixed-load verbal working-memory dataset

We analyzed open neuro dataset ds006848, a fixed-load verbal working-memory EEG-ECG-PPG dataset (N = 30), comparing four visual presentation modes. Rapid sequential encoding (Fast, FastDelay) elevated neural manifold mobility (m) and diffusivity (d) during encoding relative to simultaneous or slow-paced display — while recall accuracy showed the opposite ordering. This behavioral dissociation indicates that m/d indexes rapid item-updating demand, not encoding success. Maintenance-period geometry was indistinguishable across conditions (Friedman p = 0.96), confirming the effect is encoding-specific.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-29
DOI
https://doi.org/10.5281/zenodo.21034528
Primary Topic
Neural and Behavioral Psychology Studies
Type
article
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article

Rapid item-updating elevates neural manifold dynamics during encoding: evidence from a fixed-load verbal working-memory dataset

Robin Langell
Zenodo (CERN European Organization for Nuclear Research)
Neural and Behavioral Psychology Studies
article

Rapid item-updating elevates neural manifold dynamics during encoding: evidence from a fixed-load verbal working-memory dataset

Robin Langell
article en

Abstract

We analyzed open neuro dataset ds006848, a fixed-load verbal working-memory EEG-ECG-PPG dataset (N = 30), comparing four visual presentation modes. Rapid sequential encoding (Fast, FastDelay) elevated neural manifold mobility (m) and diffusivity (d) during encoding relative to simultaneous or slow-paced display — while recall accuracy showed the opposite ordering. This behavioral dissociation indicates that m/d indexes rapid item-updating demand, not encoding success. Maintenance-period geometry was indistinguishable across conditions (Friedman p = 0.96), confirming the effect is encoding-specific.

Zenodo (CERN European Organization for Nuclear Research)
Kemakta Konsult (SE)
Openalex Percentile: Top 7%
Neural and Behavioral Psychology Studies
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