27 lines
595 B
C++
27 lines
595 B
C++
#include <NeuralNetwork/FeedForward/Network.h>
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#include <cassert>
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#include <iostream>
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#include "../include/NeuralNetwork/Learning/BackPropagation.h"
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int main() {
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{ // XOR problem
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NeuralNetwork::FeedForward::Network n(2);
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NeuralNetwork::ActivationFunction::Sigmoid a(-1);
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n.appendLayer(200,a);
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n.appendLayer(500,a);
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n.appendLayer(900,a);
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n.appendLayer(1,a);
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n.randomizeWeights();
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NeuralNetwork::Learning::BackPropagation prop;
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for(int i=0;i<100;i++) {
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prop.teach(n,{1,0},{1});
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prop.teach(n,{1,1},{0});
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prop.teach(n,{0,0},{0});
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prop.teach(n,{0,1},{1});
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}
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}
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}
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