Jakub Browarczyk - Publications - Bridge of Knowledge

Jakub Browarczyk

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Year 2020

Analyzing the Effectiveness of the Brain–Computer Interface for Task Discerning Based on Machine Learning
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- SENSORS - Year 2020
The aim of the study is to compare electroencephalographic (EEG) signal feature extraction methods in the context of the effectiveness of the classification of brain activities. For classification, electroencephalographic signals were obtained using an EEG device from 17 subjects in three mental states (relaxation, excitation, and solving logical task). Blind source separation employing independent component analysis (ICA) was...

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