Abstract

Questioning the evidence for BCI-based communication in the complete locked-in state.

Highlights

  • These systems did not work for completely locked-in patients, leading to the conclusion that voluntary brain regulation is not possible in the complete locked-in state (CLIS) [2,3]. This changed in 2014 when Gallegos-Ayala and colleagues [4] presented a case study suggesting that near-infrared spectroscopy (NIRS) could be used for communication in the CLIS

  • As the results are substantially different from the results reported in the original paper, I question the claim of NIRS-based brain–computer interface (BCI) communication in the CLIS

  • A reanalysis of the data from Chaudhary and colleagues [5] has shown no significant difference in the hemodynamic response to "yes" and "no" questions, and the NIRS data could not be classified with an accuracy significantly above chance level

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Summary

OPEN ACCESS

When Birbaumer and colleagues [1] showed in 1999 for the first time that a person in a locked-in state can use a brain–computer interface (BCI) to communicate, it created the hope of BCIs restoring communication in the complete locked-in state (CLIS), in which a patient has no remaining muscle control Since this pioneering work, multiple electroencephalography (EEG)-based BCI systems have been successfully tested with locked-in patients [2]. These systems did not work for completely locked-in patients, leading to the conclusion that voluntary brain regulation is not possible in the CLIS [2,3] This changed in 2014 when Gallegos-Ayala and colleagues [4] presented a case study suggesting that near-infrared spectroscopy (NIRS) could be used for communication in the CLIS.

Reanalysis of NIRS data
Offline classification
Discussion
Supporting information
Findings
Author Contributions
Full Text
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