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Author

P. Sorrentino

3 papers indexed here

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Open access Sep 2026

Structure-Constrained Intrinsic Timescales Across Tasks

Intrinsic neural timescale (INT) quantifies the persistence of spontaneous neural dynamics and offers a principled metric for characterizing brain-wide temporal organization. Although a hierarchy of INTs has been established during rest, how task engagement reconfigures this organization and how it is constrained by th...

Kai-Chao Wu, R. de Palma Aristides, Rubén Herzog et al. · 0 citations
Open access Sep 2026

FUSE: FUsing EEG–MEG in a Shared Embedding via self-supervised learning for BCI

Combining complementary neurophysiological modalities offers a promising strategy for improving motor imagery (MI) brain-computer interfaces (BCIs), but learning shared representations across modalities remains largely unexplored. Here, we propose a two-phase deep learning framework for multimodal EEG–MEG decoding that...

Giovanni Messuti, Silvia Scarpetta, P. Sorrentino et al. · 0 citations
Open access Aug 2026

The role of high-amplitude bursts of high-gamma activity in naturalistic speech and music listening

Abstract A central challenge in systems neuroscience is to understand how distributed brain networks organize activity during naturalistic cognition. Here, we investigate whether transient, high-amplitude bursts of high-gamma activity, referred to as neuronal avalanches, provide a compact and functionally informative d...

Matteo Neri, C. Runfola, P. Guilleminot et al. · 0 citations

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