Melanie Fried-Oken1,2,4, Umut Orhan5, Brian Roark3,4, Deniz Erdogmus5, Andrew Fowler3,4, Meghan Miller1, Aimee Mooney4, Barry Oken1,2, Betts Peters4
Departments of Neurology1 and Biomedical Engineering2, Center for Spoken Language Understanding3, Institute on Development & Disability4,
Oregon Health & Science University, Portland, OR
Department of Electrical and Computer Engineering, Northeastern University, Boston, MA5
ABSTRACT
This study explored the use of the RSVP Keyboard™ brain-computer interface as a typing and communication tool for people with locked-in syndrome (LIS). Six participants with LIS and nine participants without disabilities completed calibration sequences and attempted a word copying task with five levels of difficulty. Level difficulty corresponded with the degree of support provided by the RSVP Keyboard™’s integrated language model for pre-selected target words.
All participants were able to spell words with the RSVP Keyboard™ on the easiest level of the task. Better calibration scores were required for success at higher levels, when less support was provided by the language model. Participants with LIS demonstrated lower calibration scores and poorer performance on the word copy task than participants without disabilities.
Acknowledgements
This research is supported by grants NIH R01 DC009834, NSF IIS-0914808, NSF CNS-1136027, and NSF IIS-1149570. The authors acknowledge technical contributions from Shalini Purwar and Dr. Kenneth Hild, III.