Thesis Details

Analýza a klasifikace dat ze snímače mozkové aktivity

Bachelor's Thesis Student: Ullrich Petr Academic Year: 2018/2019 Supervisor: Szőke Igor, Ing., Ph.D.
English title
Data Analysis and Clasification from the Brain Activity Detector
Language
Czech
Abstract

This thesis deals with the issue of recording brain activity, implementation of its processing, analysis and classification. The OpenBCI hardware is used for recording. I have studied and described necessary information about recording brain activity and OpenBCI project. Design for data set, data processing and thoughts classification was created. Created system allows classification based on recorded brain activity. The neural network was used for classfication, but the success of the recognition of designed classes was not high.

Keywords

openbci, electroencephalography, EEG, neural networks, classification, signal processing, signal, brain activity, filtering

Department
Department of Computer Graphics and Multimedia FIT BUT
Degree Programme
Information Technology
Files
Status
defended, grade C
Date
14 June 2019
Reviewer
Šůstek Martin, Ing.
Committee
Černocký Jan, prof. Dr. Ing. (DCGM FIT BUT), předseda
Hliněná Dana, doc. RNDr., Ph.D. (DMAT FEEC BUT), člen
Jaroš Jiří, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Orság Filip, Ing., Ph.D. (DITS FIT BUT), člen
Rychlý Marek, RNDr., Ph.D. (DIFS FIT BUT), člen
Citation
ULLRICH, Petr. Analýza a klasifikace dat ze snímače mozkové aktivity. Brno, 2019. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2019-06-14. Supervised by Szőke Igor. Available from: https://www.fit.vut.cz/study/thesis/21898/
BibTeX 
@bachelorsthesis{FITBT21898,
    author = "Petr Ullrich",
    type = "Bachelor's thesis",
    title = "Anal\'{y}za a klasifikace dat ze sn\'{i}ma\v{c}e mozkov\'{e} aktivity",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2019,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/21898/"
}

Theses

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