The feasibility of a brain-computer interface functional electrical stimulation system for the restoration of overground walking after XXXX .

@entity1566 @entity451 @entity1
BACKGROUND: Direct brain control of overground walking in those with @entity451 due to @entity1566 ( @entity1566 ) has not been achieved. Invasive brain-computer interfaces (BCIs) may provide a permanent solution to this problem by directly linking the brain to lower extremity prostheses. To justify the pursuit of such invasive systems, the feasibility of BCI controlled overground walking should first be established in a noninvasive manner. To accomplish this goal, we developed an electroencephalogram (EEG)-based BCI to control a functional electrical stimulation (FES) system for overground walking and assessed its performance in an individual with @entity451 due to @entity1566 . METHODS: An individual with @entity1566 (T6 AIS B) was recruited for the study and was trained to operate an EEG-based BCI system using an attempted walking/idling control strategy. He also underwent muscle reconditioning to facilitate standing and overground walking with a commercial FES system. Subsequently, the BCI and FES systems were integrated and the @entity1 engaged in several real-time walking tests using the BCI-FES system. This was done in both a suspended, off-the-ground condition, and an overground walking condition. BCI states, gyroscope, laser distance meter, and video recording data were used to assess the BCI performance. RESULTS: During the course of 19 weeks, the @entity1 performed 30 real-time, BCI-FES controlled overground walking tests, and demonstrated the ability to purposefully operate the BCI-FES system by following verbal cues. Based on the comparison between the ground truth and decoded BCI states, he achieved information transfer rates >3 bit/s and correlations >0.9. No adverse events directly related to the study were observed. CONCLUSION: This proof-of-concept study demonstrates for the first time that restoring brain-controlled overground walking after @entity451 due to @entity1566 is feasible. Further studies are warranted to establish the generalizability of these results in a population of individuals with @entity451 due to @entity1566 . If this noninvasive system is successfully tested in population studies, the pursuit of permanent, invasive BCI walking prostheses may be justified. In addition, a simplified version of the current system may be explored as a noninvasive neurorehabilitative therapy in those with incomplete motor @entity1566 .
