SEP 9, 2026 · PREPRINT
The Semantic Bottleneck: Leveraging Semantic Representations for Non-Invasive Speech Decoding
arXiv
First-in-human proof-of-concept study introducing a novel decoding method with no clinical validation, peer review, or comparison to established baselines in actual patient populations.
Study details
InterventionBrain2Semantics2Text method mapping sentenc…
ComparatorPrior non-invasive Brain2Text methods