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perceptron implementation changed + perceptronLearningAlgorithm and tests

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Shin
2016-03-08 23:10:38 +01:00
parent 4ef010b965
commit a48298b342
7 changed files with 97 additions and 7 deletions
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11
include/NeuralNetwork/Learning/PerceptronLearning.h
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@@ -3,19 +3,18 @@
#include <vector>
#include <cmath>
#include <NeuralNetwork/FeedForward/Network.h>
#include "CorrectionFunction/Linear.h"
#include <NeuralNetwork/FeedForward/Perceptron.h>
namespace NeuralNetwork {
namespace Learning {
/** @class BackPropagation
* @brief
/** @class PerceptronLearning
* @brief Basic algorithm for learning Perceptron
*/
class PerceptronLearning {
public:
inline PerceptronLearning(FeedForward::Network &feedForwardNetwork): network(feedForwardNetwork), learningCoefficient(0.4) {
inline PerceptronLearning(FeedForward::Perceptron &perceptronNetwork): perceptron(perceptronNetwork), learningCoefficient(0.1) {
}
virtual ~PerceptronLearning() {
@@ -30,7 +29,7 @@ namespace NeuralNetwork {
protected:
FeedForward::Network &network;
FeedForward::Perceptron &perceptron;
float learningCoefficient;
};