Code mạng nơ ron sử dụng Matlab - Neural Networks MATLAB examples

 


Neural Networks: MATLAB examples

Neural Networks course (practical examples)© 2012 Primoz Potocnik 

Primoz Potocnik 

University of Ljubljana

Faculty of Mechanical Engineering

LASIN - Laboratory of Synergetics

www.neural.si| primoz.potocnik@fs.uni-lj.si

Cont ent s

1.  nn02_neuron_output- Calculate the output of a simple neuron 

2.  nn02_custom_nn- Create and view custom neural networks 

3.  nn03_perceptron- Classification of linearly separable data with a perceptron 

4.  nn03_perceptron_network- Classification of a 4-class problem with a 2-neuron perceptron 

5.  nn03_adaline- ADALINE time series prediction with adaptive linear filter 

6.  nn04_mlp_xor- Classification of an XOR problem with a multilayer perceptron 

7.  nn04_mlp_4classes- Classification of a 4-class problem with a multilayer perceptron 

8.  nn04_technical_diagnostic- Industrial diagnostic of compressor connection rod defects [data2.zip] 

9.  nn05_narnet- Prediction of chaotic time series with NAR neural network 

10.  nn06_rbfn_func- Radial basis function networks for function approximation 

11.  nn06_rbfn_xor- Radial basis function networks for classification of XOR problem 

12.  nn07_som- 1D and 2D Self Organized Map 

13.  nn08_tech_diag_pca- PCA for industrial diagnostic of compressor connection rod defects [data2.zip] 

...







LINK DOWNLOAD

 


Neural Networks: MATLAB examples

Neural Networks course (practical examples)© 2012 Primoz Potocnik 

Primoz Potocnik 

University of Ljubljana

Faculty of Mechanical Engineering

LASIN - Laboratory of Synergetics

www.neural.si| primoz.potocnik@fs.uni-lj.si

Cont ent s

1.  nn02_neuron_output- Calculate the output of a simple neuron 

2.  nn02_custom_nn- Create and view custom neural networks 

3.  nn03_perceptron- Classification of linearly separable data with a perceptron 

4.  nn03_perceptron_network- Classification of a 4-class problem with a 2-neuron perceptron 

5.  nn03_adaline- ADALINE time series prediction with adaptive linear filter 

6.  nn04_mlp_xor- Classification of an XOR problem with a multilayer perceptron 

7.  nn04_mlp_4classes- Classification of a 4-class problem with a multilayer perceptron 

8.  nn04_technical_diagnostic- Industrial diagnostic of compressor connection rod defects [data2.zip] 

9.  nn05_narnet- Prediction of chaotic time series with NAR neural network 

10.  nn06_rbfn_func- Radial basis function networks for function approximation 

11.  nn06_rbfn_xor- Radial basis function networks for classification of XOR problem 

12.  nn07_som- 1D and 2D Self Organized Map 

13.  nn08_tech_diag_pca- PCA for industrial diagnostic of compressor connection rod defects [data2.zip] 

...







LINK DOWNLOAD

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