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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Alessandro D'Amelio

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Book Open access Oct 2026

Investigating Foundation Models, Disentanglement and Latent Alignment for Subject-Independent EEG Learning

Brain–Computer Interfaces (BCIs) require models that generalize across subjects, yet EEG signals exhibit strong inter-subject variability and non-stationarity, leading to performance degradation on unseen users. This limitation is particularly critical in interactive and multimodal systems, where reliable, calibration-...

Lia Schmid, Jacopo Burger, Alessandro D'Amelio et al. · 0 citations
Book Open access Oct 2026

Investigating Foundation Models, Disentanglement and Latent Alignment for Subject-Independent EEG Learning

Brain–Computer Interfaces (BCIs) require models that generalize across subjects, yet EEG signals exhibit strong inter-subject variability and non-stationarity, leading to performance degradation on unseen users. This limitation is particularly critical in interactive and multimodal systems, where reliable, calibration-...

Lia Schmid, Jacopo Burger, Alessandro D'Amelio et al. · 0 citations

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