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The following courses have been offered by members of our lab or are currently running:

Summer Term 2018

Seminar / Proseminar: Doing by Thinking 2018
Within the proseminar and seminar, students will learn about many aspects of BCI systems, ranging from basic neurophysiology and simple experimental paradigms up to complex machine learning approaches for the decoding of brain signals.
Lecture: Introduction to Machine Learning 2018
After a general overview, students will learn about linear (PCA, ICA, LDA) and non-linear methods (decision trees and ensembles, kernel SVMs, neural networks) as well as algorithm-independent principles.