Faculty of Information Technology and Communication Sciences
Language of instruction
Data Processing and Information Technology
Mode of study
Neurocomputing, 5 cr
Language of instruction: English
After passing the course a student is able to understand and utilize basic methods of neurocomputing for various problems and applications.
The course contains background and introductory information for the use of elementary computing elements (nodes) within layers of nodes to build feedforward neural networks to be trained in the supervised way. It also presents the method of self-organizing map based on unsupervised learning and Boltzmann machine, and gives a brief introduction to deep learning.