Technical Neural Networks (2Ü) (MA-INF 4204) [B4]

Dr. Nils Goerke

2st.

Group A: Wed/Mi 13 - 15, Room A7b.
Group B: Thu/Do 11 - 13, Room A6a.
Group C: Thu/Do 15 - 17, Room A6a.

Lecture Technical Neural Networks

Diese Lehrveranstaltung ist Teil des Moduls MA-INF 4204 im Masterstudiengang und wird daher gegebenenfalls in Englisch gehalten.

This lecture is part of the module MA-INF 4204 of the intelligent systems track of the master programme "Computer Science". It is open for CS diploma students [B4].

The exercises are designed to intensify the work with the research topics presented within the lecture. Paper-and-pencil exercises in two person groups; presentation and discussion of the results of the weekly homework during the exercises; small tasks to be completed using state of the art simulation tools and programms implemented individually.

Successful exercise participation (not graded) is a prerequisite for participating at the oral exam (graded) for this module.

Literature: below you will find some literature that you may find useful for Neural Networks:

Simon Haykin: Neural Networks, A Comprehensive Foundation, 2nd Edition,
Prentice Hall International Editions.

Simon Haykin: Neural Networks, and Learning Machines, 3rd Edition,
Prentice Hall International Editions.

Christopher M. Bishop: Neural Networks for Pattern Recognition,
Oxford Univ. Press.

David Kriesel: A brief Introduction on Neural Networks,
http://www.dkriesel.com/en/science/neural_networks
German version: Ein kleiner Überblick über Neuronale Netze,
http://www.dkriesel.com/science/neural_networks

Andreas Zell: Simulation neuronaler Netze, (in German),
Oldenbourg Verlag.

Ben Kroese, Patrick van der Smagt:Eighth Edition, November 1996,
University of Amsterdam, Amsterdam, The Netherlands.
PS-File (3.5Mb)


Raoul Rojas: Neural Networks: A Systematic Introduction
Springer, 1996,

Raoul Rojas: Theorie der neuronalen Netze, Eine systematische Einführung (in German),
Springer-Lehrbuch, 1993, (zur Zeit nicht lieferbar)

Rüdiger Brause, Neuronale Netze, Eine Einführung in die Neuroinformatik (in German),
B.G. Teubner, 1995 (zur Zeit nicht lieferbar)