Neural Networks

Summary

The course is focused on the area of artificial neural networks. The most common models like Backpropagation multilayered, Recurrent multilayered, Kohonen, Counterpropagation, Hopfield, BAM and ART nets are introduced. The course is finished with an object-oriented model of all mentioned types of neural networks.

Literature

Hecht-Nielsen: Neurocomputing, Addison-Wesley 1989

Wasserman, P.D.: Neural Computing, Theory and Practice. Van Nostrand Reinhold,
NY, 1989
Vondrák, I.: Umělá inteligence a neuronové sítě. Skriptum VŠB - TU Ostrava,
1994

Advised literature

Vondrák, I.: Umělá inteligence a neuronové sítě. Skriptum VŠB - TU Ostrava,
1994

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Language of instruction	čeština
Code	456-0049
Abbreviation	NEU
Course title	Neural Networks
Coordinating department	Department of Computer Science
Course coordinator	prof. Ing. Ivo Vondrák, CSc.