Author

Francesco Iacomi

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#machine learning Preprint Oct 2026

Semantic Alignment of EEG and Text: A Contrastive Learning Framework for Decoding Imagined Speech

Imagined speech decoding from EEG offers a promising route toward naturalistic brain-computer interfaces. Traditional closed-set classifiers treat semantic categories as independent labels and do not explicitly exploit relationships among linguistic intents, limiting output flexibility. We adapt a multimodal contrastiv...

Shahryar G. Namdari, Francesco Iacomi, Riccardo Barbieri et al. · 0 citations