Allgemeine Informationen

Veranstaltungsart

Vorlesung

Semester

WiSe 2009/10

ECTS-Punkte

4

Veranstaltungsnummer

8.3041

Details

Link zur Veranstaltung in StudIP

Dozent*innen

• Prof. Dr. Gordon Pipa

Tutor*innen

• B. Sc. Gabriel Francis Pickard

Beschreibung

Prerequisites: Mathematics I

In this lecture, we will discuss cutting edge approaches from the field of Neuroinformatics. After a short introduction that covers probability theory, and linear models for regression and classification, we will start a journey through the fields of support vector machines, graphical models and liquid computing. In the last part of the lecture we will conclude with an outlook to self-organization with the purpose to optimize information processing in complex systems like the brain. The lecture will be supplemented by a seminar on Friday 14-16 and a exercise Friday 12-14. This course is intended for Bachelor students in their third term and for Master students as a compulsory module.

Studienbereiche

• Cognitive Science > Bachelor-Programm
• Cognitive Science > Master-Programm
• Informatik > Bachelor of Science in Mathematik/Informatik
• Informatik > Master Lehramt an berufsbildenden Schulen
• Informatik > Master Lehramt an Gymnasien
• Informatik > Zwei-Fächer-Bachelor
• Physik > Masterstudiengang Physik mit Informatik