E N D
1. ?????? ???? ??? ???? ?? ??????? ? ??????? ???????
2. ????? ?? ?? ???? ??? ????
3. ????? ??????? ?? ???? ??? ???? ?? ???? ? ????? ?????:1)?????? ???????2) ?????? ?????3)?????? ?????4)????? ????5)?? ???? ??? ???? ?? ?????? ??????? ?? ???? ?? ????? ???? ?????-????? ?????? ?? ????? ?? ?? ??? ??????.
4. ????????? ???? ????:1)?????? ??????2) ?????? ?????3)??????? ????4)?????forecasting 5)6)?????? ? ...
6. Identification and dynamical systems using Neural Networks
7. Identifiaction
8. Recurrent Networks
9. Generalized Neural Networks
11. Back Propagation In Static And Dynamic Systems
12. Characterization
14. Parallel Identification Model
15. Series-Parallel identification Model
16. Simulation Results Example 1:
17. Examle2:
19. Neural Network modeling of a 200mw boiler system
21. Ballylumford boiler system
24. Identification of ARMAX models
25. Test Results
29. Neural network
30. Network structureNeural network training
31. Local neural network models
33. Neural boiler modelling: global model
37. Neural network identification of a nonlinear circuit model of hysteresis
39. Numerical results
41. Level, Downhill and Uphill Walking Identification Using Neural Networks
42. Portable measuring device
Signal parametrisation
Neural networks classifier
Classification of training vectors
Classification of unknown vectors, extension to free-living conditions