Article

Non-Invasive Brain-to-Text BCIs: Phoneme-Level Sentence Reconstruction from MEG

2026-06-11

Abstract excerpt

<title>Abstract</title> <p> Millions of individuals develop speech impairments from various medical conditions and restoring communication can significantly enhance their quality of life. Invasive brain-computer interfaces (BCI) have achieved highly accurate language decoding, including phoneme error rates (PERs) below 10%, but their clinical scalability is limited by surgical risk and restricted user eligibilit...

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Literature Corpus work: d6d50383-9549-5dda-9e0e-79a84066b445
DOI: 10.21203/rs.3.rs-9916752/v1

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