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updated 2 years ago

Kohonen Self Organizing Feature Maps (SOFM) for Simulink. by Marcelo Fernandes

A implementation of the Kohonen Self Organizing Feature Maps (SOFM) algorithm for Simulink. (ann, som, sofm)

weights2DView(t,x,u,flag,maxVector,grid,updateFig)

ANN_SOFM

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updated 2 years ago

Expert System with PROLOG to Simulink by Marcelo Fernandes

PROLOG to Simulink with The SWI-Prolog and JPL (Java Interface to PROLOG) (expert system, prolog, swiprolog)

[sys,x0,str,ts] =SWIPrologInterface(t,x,u,flag,jarFile,pl...

example1

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updated 2 years ago

Prolog to Matlab with The SWI-Prolog by Marcelo Fernandes

Prolog to Matlab with The SWI-Prolog and JPL(Java Interface to Prolog) (prolog, swiprolog, jpl)

example1.m

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updated 2 years ago

The matrix implementation of the two-layer Multilayer Perceptron (MLP) neural networks. by Marcelo Fernandes

The matrix implementation of the two-layer Multilayer Perceptron (MLP) neural networks. (ann, mlp, backpropagation)

Y=runMLP(X,Wx,Wy)

[Wx,Wy,MSE]=trainMLP(p,H,m,mu,alpha,X,D,epochMax,MSETarget)

XOR_Example.m

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updated 2 years ago

Multilayer Perceptron Neural Network Model and Backpropagation Algorithm for Simulink by Marcelo Fernandes

Multilayer Perceptron Neural Network Model and Backpropagation Algorithm for Simulink. (ann, mlp, backpropagation)

ANN_MLP_BP_Batch_Mode_Training

ANN_MLP_BP_Incremental_Mode_Training

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updated 2 years ago

The Radial Basis Function (RBF) with LMS algorithm for Simulink by Marcelo Fernandes

The Radial Basis Function (RBF) with LMS algorithm for Simulink. (ann, rbf, artificial neural net...)

ANN_RBF_LMS

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updated 2 years ago

The Radial Basis Function (RBF) using pseudo-inverse method for Simulink by Marcelo Fernandes

The Radial Basis Function (RBF) using pseudo-inverse method for Simulink. (ann, rbf, pseudoinverse)

ANN_RBF_Pseudo_Inverse

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