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【第209期】Brain2Qwerty:非侵入式脑机接口

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Brain-to-Text Decoding: A Non-invasive Approach via Typing

Summary

Researchers introduce Brain2Qwerty, a novel non-invasive brain-computer interface system that decodes typed sentences from the brain activity of healthy individuals using EEG and MEG. This new deep learning architecture translates brain signals recorded while participants typed memorized sentences on a QWERTY keyboard. The MEG-based decoding significantly outperformed EEG, achieving a notably lower character error rate and…

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