13E054NM

Materijali

Neuralne mreže

Prezentacije sa predavanja 2025/2026 nalaze se na platformi Teams u sekciji Shared/Predavanja.

Prezentacija	Programi/modeli
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

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