Computational Neuroscience IV: Analysis of Neural Systems
(Summer Semester 2002, HU Berlin)

R. Kempter and A.V.M. Herz

Lecture: Mo 12-14, Invalidenstraße 43, ITB Seminar Room
Tutorium: Tue 8-10, Invalidenstraße 43, ITB Seminar Room
Programming Course (Fernandez-Galan & Blaschke): Tue 18-20, Invalidenstraße 42, CIP Pool

Topics: Analysis of high-dimensional data, Estimation Theory, Information Theory, Principal Component Analysis, Independent Component Analysis. Application to continuous network signals, EEG-data, imaging and audio data. Data analysis using Matlab: Programming course includes a short independent project.

Literature: A. Hyvärinen, J. Karhunen, and E. Oja. Independent Component Analysis. Wiley, New York, 2001.