Allgemeine Informationen

Veranstaltungsart

Seminar

Semester

SoSe 2012

ECTS-Punkte

4

Veranstaltungsnummer

8.3018

Details

Link zur Veranstaltung in StudIP

Dozent*innen

• Prof. Dr. Gordon Pipa
• Dr. rer. nat. Andreas Wilmer

Tutor*innen

• Anna Rushing-Jungeilges

Beschreibung

Matlab programming skills, Foundation of statistical learning, classification, generative Models

Neuronal Decoding is used in different domains of Neuroscience, especially in brain computer interfaces. In this course we will use Generative Models to decode information from EEG Recordings. The course is structured such that we have formal teaching in the morning and hands on computer exercises in the afternoon. The material will cover basic steps in EEG preprocessing as well as an introduction in classification using generative models. Model selection and Regularization will be discussed too. Depending on the number of students we will perform a decoding competition. It is highly recommended to have background in generalized linear models from the neuroinformatics course or the Advanced Neuroninformatics course.

Studienbereiche

• Cognitive Science > Bachelor-Programm
• Cognitive Science > Master-Programm
• Cognitive Science > Promotionsprogramm