13E054NM

Materijali

Neuralne mreže

Prezentacije sa predavanja 2022/2023 nalaze se na platformi MsTeams u sekciji Files/Predavanja.

•  01 Preface and Neurons
•  02 Perceptrons
  •  matlab_nnet_perceptrons
  •  nn_newp
  •  nnpercclass
•  03 Backpropagation
  •  MATLAB_nnet_BackPropagation
  •  ex01_new_ff
  •  ex02_backpropraingd
  •  ex03_backprop_traingdm
  •  ex04_backprop_comparsion
  •  ex05_backprop_earlystopping
  •  ex05_backprop_generalization
  •  nntool_klasifikacija (djevrek klasifikacija)
•  Neuralne mreze_DynamicNetworks
  •  MATLAB_nnet_Dynamic networks
  •  ex01_dynamicNN
  •  ex02_dynamicNN_twoPhonemas
  •  ex02_dynamicNN_twoPhonemas3
  •  PrimerNNidentTTS
•  Neuralne mreze_RadialBasisNetworks
  •  MATLAB_nnet_RadialBasicNetworks
  •  ex01_radialBasisApproximation
  •  ex02_radialBasisApproximation3
•  Neuralne mreze_Control Systems
  •  MATLAB_nnet_ControlSystems
•  Hopfield networks
•  Deep learning
•  Convolutional neural networks

Fuzzy logika

Opis	Prezentacija	Programi/modeli
Introduction, Fuzzy Variables and Fuzzy Sets	Fuzzy_logic_1
Fuzzy Sets & Fuzzy Rules	Fuzzy_logic_2
Fuzzy Inference	Fuzzy_logic_3
Developing Fuzzy Expert Systems	Fuzzy_logic_4
Matlab Fuzzy Logic Toolbox	Fuzzy_logic_5	AirConditioner.fis
Analiza projektovanog PC evaluatora	analiza_pc_fis	analiza_pc_fis.m  PC.fis
Deeper into Fuzzy Inference	Fuzzy_logic_6

 Fuzzy upravljanje

Opis	Prezentacija	Programi/modeli
Fuzzy Control	Fuzzy_control	sltank.slx  tank.fis
Intuitivni pristup projektovanju PD baziranih fuzzy kontrolera	intuitive_flc	intuitive_flc.m  my_tank_control.fis  intuitive_flc_sim.slx
Generisanje linearnog sumatora (osnova za linearni FPD)	gen_lin_fpd	gen_lin_fpd.m
Podešavanje fuzzy PID kontrolera	Fuzzy_PID	blaga_neg_mf.m  blaga_poz_mf.m  strma_neg_mf.m  strma_poz_mf.m
Analiza efekata detjuninga linearnog FPD	fpd_detjuning	fpd_detjuning.m