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Neural Networks

Neural Networks
456-0319/01
čeština

Summary

The goal of the course is to introduce the paradigm of neural networks. The basic model on neuron is introduced as well as architectures of how the artificial neural networks are composed, adapted and used. The fundamental models like multilayered, self-adapting and recurrent neural networks are described.

Literature

Hecht-Nielsen: Neurocomputing, Addison-Wesley 1989
Wasserman, P.D.: Neural Computing, Theory and Practice. Van Nostrand Reinhold,
NY, 1989
Vondrák, I.: Artificial Intelligence and Neural Networks. Textbook VŠB - TU Ostrava,
1994

Advised literature

Vondrák, I.: Artificial Intelligence and Neural Networks. Textbook VŠB - TU Ostrava,
1994


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Language of instruction čeština
Code 456-0319
Abbreviation NEU
Course title Neural Networks
Coordinating department Department of Computer Science
Course coordinator prof. Ing. Ivo Vondrák, CSc.