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Decoding Neuronal EEG Activity
Allgemeine Informationen
- Veranstaltungsart
- Seminar
- Semester
- SoSe 2013
- ECTS-Punkte
- 4
- Veranstaltungsnummer
- 8.3079
- Details
- Link zur Veranstaltung in StudIP
Dozent*innen
Tutor*innen
Beschreibung
Prerequisites: 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 Spike train modeling 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
