Section 1: My information
Student Name: Saleh Drbas
Study Major: Data Analysis & Artificial Intelligence (ADUIm)
Study Year: 2nd Year
Section 2: Thesis Information
Supervisor: doc. Ing. Norbert Kopco, PhD
Consultant: Ing. Udbhav Singhal
Thesis main Language: English
The Goal:
- learn and understand the basics of EEG data preprocessing and ERP analysis in the Fieldtrip Matlab toolbox.
- learn how to perform brain oscillation analysis on EEG data.
- analyze EEG data of Kopco et al. (2021) to test the hypothesis that oscillatory components in the alpha-band correlate with spatial attentional effects observed behaviorally.
- Optional: perform source analysis and connection analysis on the data.
The plan:
- EEG signal preprocessing that contains multiple steps, like frequency filtering, epoching, noise filtering and artifact rejection.
- Oscillation analysis, that contains spectral density analysis and other types.
- Statistical analysis on the resulting output.
- Interpretations and outcomes.
Section 3: Contact
Bc. Saleh Drbasdoc. Ing. Norbert Kopco, PhD