Neuronové sítě

Neural networks, learning, applications

Neural networks -  PowerPoint presentation of lectures:

1. Introduction, Artificial Neuron, Neural networks classification
2. Perceptron, Adaline, Madaline
3. Backpropagation (BP neural networks) 
4. Constructive neural networks
5. RBF and RCE neural networks 
6. CPN and LVQ neural networks 
7. ART and SDM neural networks
8. Neural networks as associative memories, Hopfield and BAM neural networks 
9. Solving optimization problems using neural networks, Stochastic neural networks, Boltzmann machine
10. Neocognitron
11. Genetic algorithms and neural networks 
12. Fuzzy systems and neural networks
13. Rough sets nad neural networks