Noninvasive decoding of typing-related brain activity opens a new route for communication brain-computer interfaces
-
-
REFERENCES
[1] Lévy J., Zhang M., Pinet S. et al. (2026). Noninvasive decoding of typed sentences from human brain activity. Nat. Neurosci. DOI:10.1038/s41593-026-02303-2 [2] Willett F.R., Kunz E.M., Fan C. et al. (2023). A high-performance speech neuroprosthesis. Nature 620:1031−1036. DOI:10.1038/s41586-023-06377-x [3] Littlejohn K.T., Cho C.J., Liu J.R. et al. (2025). A streaming brain-to-voice neuroprosthesis to restore naturalistic communication. Nat. Neurosci. 28:902−912. DOI:10.1038/s41593-025-01905-6 [4] Jude J.J., Levi-Aharoni H., Acosta A.J. et al. (2026). Restoring rapid natural bimanual typing with a neuroprosthesis after paralysis. Nat. Neurosci. DOI:10.1038/s41593-026-02218-y [5] Jeong J.-H., Cho J.-H., Lee B.-H. et al. (2023). Real-time deep neurolinguistic learning enhances noninvasive neural language decoding for brain-machine interaction. IEEE Trans. Cybern. 53:7469−7482. DOI:10.1109/TCYB.2022.3211694 -
ABOUT THIS ARTICLE
Cite this article:
Yue Z., Wang F., Kong X., et al. (2026). Noninvasive decoding of typing-related brain activity opens a new route for communication brain-computer interfaces. The Innovation Neurology 1:100006. https://doi.org/10.59717/j.xinn-tine.2026.100006
Welcome!
To request copyright permission to republish or share portions of our works, please visit Copyright Clearance Center's (CCC) Marketplace website at marketplace.copyright.com.
Export File
Citation
Yue Z., Wang F., Kong X., et al. (2026). Noninvasive decoding of typing-related brain activity opens a new route for communication brain-computer interfaces. The Innovation Neurology 1:100006. https://doi.org/10.59717/j.xinn-tine.2026.100006
Format
Content
DownLoad:
-
Figure 1.
Representative communication brain-computer interface approaches and their translational limitations
