How EEG preprocessing shapes decoding performance

Abstract Electroencephalography (EEG) preprocessing varies widely between studies, but its impact on classification performance remains poorly understood. To address this gap, we analyzed seven experiments with 40 participants drawn from the public ERP CORE dataset. We systematically varied key prep...

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Bibliographic Details
Main Authors: Roman Kessler, Alexander Enge, Michael A. Skeide
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Communications Biology
Online Access:https://doi.org/10.1038/s42003-025-08464-3
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