Introduction and different architectures of neural networks and N.N. Control. Introduction to fuzzy logic and fuzzy logic controls.
M.Sc. in Electrical and Control Engineering
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| content serial | Description |
|---|
| 1 | Artificial neuron. |
| 2 | Back propagation. |
| 3 | Hope field networks. |
| 4 | Kohonen self-organizing maps. |
| 5 | Schemes of neuro control. |
| 6 | Identification and control of dynamical systems. |
| 7 | Fuzzy stes and fuzzy relations. |
| 8 | Fuzzy rules and fuzzy algorithm. |
| 9 | Fuzzy logic controller. |
| 10 | Fuzzification and defuzzification interfaces. |
| 11 | Decision making logic. |
| 12 | Design of fuzzy logic controller. |
| 13 | Optimization of membership and rule base of fuzzy logic controller using neural networks. |
| 14 | Optimization of membership and rule base of fuzzy logic controller using neural networks. |
| 15 | Fuzzy neuron. |
| 16 | Final Exam. |
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