Details

Fakultät	Philosophische Fakultät
Bereich	Psychologie
Code	UE-L25.01822
Sprachen	Englisch
Art der Unterrichtseinheit	Seminar
Kursus	Master
Semester	FS-2026

Zeitplan und Räume

Vorlesungszeiten

Mittwoch 09:15 - 12:00, Wöchentlich (Frühlingssemester)

Unterricht

Dozenten-innen	Stacchi Lisa
Beschreibung	The course Neural decoding of EEG signals will introduce the theoretical background of applying machine learning techniques to EEG data. It will focus on brain decoding using linear Support Vector Machine (SVM), which has proven to be very effective in the field. The course will cover the principle behind SVM classification, methods for evaluating classifier performance, and how to interpret the results. Theory will be paired with concrete examples demonstrating how these techniques have been applied in literature. Additionally, hands-on exercices in Matlab - using both simulated and real EEG data - will provide practical experience. The course will also explore how neural representations measured by EEG can be compared and related across populations and methodologies.
Soft Skills	Nein
ausserhalb des Bereichs	Ja
BeNeFri	Nein
Mobilität	Nein
UniPop	Nein

Schriftliche Arbeit - FS-2026, Sommersession 2026

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Schriftliche Arbeit - FS-2026, Herbstsession 2026

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Schriftliche Arbeit - HS-2026, Wintersession 2027

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Schriftliche Arbeit - FS-2027, Sommersession 2027

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