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News/Decoding Stimulus Reconstruction-Based Auditory Attention Robustly in Unbalanced EEG Datasets
arxiv
PublishedMay 26, 2026 at 4:00 AM

Decoding Stimulus Reconstruction-Based Auditory Attention Robustly in Unbalanced EEG Datasets

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arXiv:2605.25605v1 Announce Type: cross Abstract: In the past decade, numerous studies have applied deep neural networks (DNNs) to decode auditory attention (AAD) from Electroencephalogram (EEG) signals via stimulus reconstruction. However, the influence of dataset balance on the decoding performanc

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