Mathematical Model of the Neurocomputer Interface Based on the Activity Paradigm

Under the system of human-machine interaction (we will further designate it by the word "system"), we will understand the totality of three interconnected components: a person (computer user), a computer and an BCI. The BCI includes a software and hardware complex (SHC) and information com...

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Bibliographic Details
Published in2022 15th International Conference Management of large-scale system development (MLSD) pp. 1 - 4
Main Authors Turovskii, Ya.A., Borzunov, S.V., Vakhtin, A.A.
Format Conference Proceeding
LanguageEnglish
Published IEEE 26.09.2022
Subjects
activity paradigm
Conference management
Electroencephalography
Hardware
Human computer interaction
human-machine interaction
Large-scale systems
Mathematical models
Software
software and hardware complex
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Summary:Under the system of human-machine interaction (we will further designate it by the word "system"), we will understand the totality of three interconnected components: a person (computer user), a computer and an BCI. The BCI includes a software and hardware complex (SHC) and information coming from the brain, most often in the form of electrical signals - electroencephalograms (EEG). The SHC currently operates mainly on the principle of "stimulus - reaction", the stimulus is a signal coming from the user, in response to it, the software of the SHC provides the generation of a certain reaction. This procedure corresponds to the reactivity paradigm. At the same time, in the vast majority of cases, when the SHC was replaced by a human expert, the interface operation turned out to be more efficient. Therefore, it can be assumed that the use of the paradigm used by experts in the system contributes to improving the results of its work.
DOI:10.1109/MLSD55143.2022.9934519