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Intelligent information systems

All lectures: All lectures on the discipline: intelligent information systems are collected here. These fascinating lectures provide us with the opportunity to explore the deep principles and phenomena underlying our knowledge and our desire to understand the world.

1. 1. The main directions of research in the field of artificial intelligence. Classification of intelligent systems

2. 2. Artificial neural networks. Architecture and classification of neural networks.

3. 3. Networks of the type perceptron. The task of classifying images. Teaching with a teacher

4. 4. Data pre-processing and construction of INS

5. 5. Networks based on radial basis functions and cascade correlation network

6. Models of neural networks .6. Hopfield network. Associative memory

7. 7. Networks, which are the development of the Hopfield model

8. 8. Self-organization networks

9. Hybrid intelligent technology -9. Fuzzy Neural Networks

10. 10. Evolutionary technologies

11. 11. Multi-agent systems

12. Planning tasks in information systems. Complex fuzzy planning scheme