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Analysis of EEG data using EEGlab

Informacje ogólne

Kod przedmiotu: WFz.DCogNeS-05 Kod Erasmus / ISCED: (brak danych) / (brak danych)
Nazwa przedmiotu: Analysis of EEG data using EEGlab
Jednostka: Instytut Psychologii
Grupy:
Punkty ECTS i inne: (brak)
zobacz reguły punktacji
Język prowadzenia: angielski
Skrócony opis:

Preprocessing of EEG signal (referencing, filtering, artifact rejection methods), frequency analysis, evoked potential analysis, source localization. EEGLAB and EMEGS software will be used after the introduction to the Matlab environment.

Literatura:

none

Efekty uczenia się:

KNOWLEDGE

The student:

• knows and understands the foundations of EEG signal generation

• knows and understands the principles of experimental design related to EEG measurement

• knows and understands the principles of signal processing and source localization

• knows and understands the principles of scripting the data analysis pipeline

SKILLS

The student:

• is able to preprocess and analyse EEG data using frequency and evoked potential methods

• is able to use EEGLAB and EMEGS to fulfil crucial data analysis objectives

• is able to write scripts in Matlab to streamline basic data processing steps

• is able to do statistical analysis of EEG signal data

SOCIAL COMPETENCES

The student:

• is able to collaborate with peers on a scientific project related to brain signal processing

• is able to create novel solutions to problems encountered during data analysis

• is ready for constant updating his knowledge in connection with the latest achievements in sciences

Metody i kryteria oceniania:

Criteria:

• GUI based analysis with group analysis - 3.0;

• additional scripting of a single subject (incl. recoding time markers) with group analysis - 4.0;

• successful development of the automatic Matlab pipeline for processing multiple subjects - 5.0

Przedmiot nie jest oferowany w żadnym z aktualnych cykli dydaktycznych.
Opisy przedmiotów w USOS i USOSweb są chronione prawem autorskim.
Właścicielem praw autorskich jest Uniwersytet Jagielloński w Krakowie.