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]
...
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]
...
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