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Successful BCI communication via high-frequency SSVEP or visual, audio or tactile P300 in 30 tested volunteers
Author(s) -
Anna Chabuda,
Marian Dovgialo,
Anna Duszyk,
Anna Stróż,
Maciej Pawlisz,
Piotr Durka
Publication year - 2020
Publication title -
acta neurobiologiae experimentalis
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.542
H-Index - 55
eISSN - 1689-0035
pISSN - 0065-1400
DOI - 10.21307/ane-2019-039
Subject(s) - brain–computer interface , functional illiteracy , consciousness , session (web analytics) , computer science , electroencephalography , interface (matter) , speech recognition , cognitive psychology , psychology , human–computer interaction , neuroscience , bubble , maximum bubble pressure method , parallel computing , world wide web , political science , law
In the pursuit to clarify the concept of "BCI illiteracy", we investigated the possibilities of attaining basic binary (yes/no) communication via brain-computer interface (BCI). We tested four BCI paradigms: steady-state visual evoked potentials (SSVEP), tactile, visual, and auditory evoked potentials (P300). The proposed criterion for assessing for the possibility of communication are based on the number of correct choices obtained in a given BCI paradigm after a short calibration session, without prior training. In this study users answered 20 simple "yes/no" questions. Fourteen or more correct answers rejected the null hypothesis of random choices at P=0.05. All of the 30 healthy volunteers were able to attain above-chance choices in at least one of the four paradigms. Additionally, we tested the system in clinical settings on a patient recovering from disorders of consciousness, achieving successful communication in 2 out of 3 paradigms. In light of these facts, after a review of the sparse literature, and in the interest of motivating further research, we propose a paraphrase of de Finetti's provocative statement: "BCI illiteracy does not exist".

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