Details

Autor(en) / Beteiligte

• Bobe, Anatoly
• Rashkov, Grigory
• Komarova, Maria
• Fastovets, Dmitry

Titel

Portal: A user-friendly environment for BCI models training

Ist Teil von

• 2019 International Conference on Engineering and Telecommunication (EnT), 2019, p.1-5

Ort / Verlag

IEEE

Erscheinungsjahr

2019

Quelle

IEEE

Beschreibungen/Notizen

• This paper describes an application dedicated to noninvasive electroencephalography (EEG) signal processing and recognition. The goal of the designed software is to provide endto-end support for brain-computer interface (BCI) routines including data acquisition, signal filtering and preprocessing, feature extraction, classification and subject feedback. The software is supplied with a large number of data processing tools including ready-to-use machine learning and deep learning techniques. The real-time processing mode is also implemented.