FNIRS-Based Binary Communication Using Mental Imagery

DOI

Brain-computer interfacing in patient populations should be straightforward and enable in-session communication. An fNIRS-based binary communication paradigm is presented that requires limited preparation time and employs merely nine optodes on the left parietal-frontal hemisphere. Eighteen healthy participants performed two mental imagery tasks, mental drawing and spatial navigation, during auditorily cued time windows to answer yes/no questions. Participants’ answers were decoded in simulated real-time with a general linear model. A multi-trial group accuracy of 67% was reached using the oxygenated hemoglobin signal, whereas seven participants showed significant response in the deoxygenated hemoglobin signal. A simulated real-time multivariate approach was explored and showed discernibility of the two tasks, based on spatial patterns solely, in seven subjects. Given the short preparation time and limited optode set-up, the presented paradigm has potential to enable communication in affected patient populations.

Identifier
DOI https://doi.org/10.34894/SJUEXW
Metadata Access https://dataverse.nl/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.34894/SJUEXW
Provenance
Creator Nagels-Coune, L.M.J. ORCID logo; Benitez, A. ORCID logo; Reuter, N. ORCID logo; Riecke, L. ORCID logo; Goebel, R. ORCID logo; Weerd de, P. ORCID logo; Sorger, B ORCID logo
Publisher DataverseNL
Contributor Nagels-Coune, L.M.J.; Sorger, B.; faculty data manager FPN
Publication Year 2020
Rights info:eu-repo/semantics/restrictedAccess
OpenAccess false
Contact Nagels-Coune, L.M.J. (Maastricht University); Sorger, B. (Maastricht University); faculty data manager FPN (Maastricht University)
Representation
Resource Type Experimental data; Dataset
Format application/zip; application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
Size 106058672; 14839; 11458
Version 2.0
Discipline Agriculture, Forestry, Horticulture, Aquaculture; Agriculture, Forestry, Horticulture, Aquaculture and Veterinary Medicine; Life Sciences; Social Sciences; Social and Behavioural Sciences; Soil Sciences