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Lehrveranstaltungen im SS 2008 / Master-Seminar Neural Networks

Zeit: Wed. 16:00 - 18:00 c.t.
Ort: C 213 Spl
Vorbesprechung: 23. April 2008
Beginn: 23. April 2008

This seminar covers recent developments in the field of artificial neural networks. Topics for this seminar include among others the Boltzmann Machine and Radial Basis Function Networks.

Betreuer: Prof. Dr. Dr. Lars Schmidt-Thieme und Artus Krohn-Grimberghe


  1. -- Introduction --
    Perceptrons, Single Layer Neural Networks, and Multilayer Neural Networks
  2. Hebbian Learning, Backpropagation, and beyond
  3. Radial Basis Function Networks
  4. Recurrent Neural Networks / Echo State Networks
  5. Self Organizing Maps and Neural Gas
  6. The Restricted Boltzmann Machine
  7. RatSLAM - Localization and Mapping
  8. Time Series Analysis with Neural Networks
  9. Neural Networks for Dimensionality Reduction
  10. further subjects upon request :-)

Topics may be reserved via email to ( ) .