38 lines
812 B
C++
38 lines
812 B
C++
#pragma once
|
|
|
|
#include <vector>
|
|
#include <cmath>
|
|
|
|
#include <NeuralNetwork/FeedForward/Network.h>
|
|
#include "BackPropagation.h"
|
|
|
|
namespace NeuralNetwork {
|
|
namespace Learning {
|
|
|
|
/** @class QuickPropagation
|
|
* @brief
|
|
*/
|
|
class QuickPropagation : public BackPropagation {
|
|
|
|
public:
|
|
inline QuickPropagation(FeedForward::Network &feedForwardNetwork, std::shared_ptr<CorrectionFunction::CorrectionFunction> correction = std::make_shared<CorrectionFunction::Linear>()):
|
|
BackPropagation(feedForwardNetwork,correction) {
|
|
}
|
|
|
|
virtual ~QuickPropagation() {
|
|
}
|
|
|
|
protected:
|
|
|
|
float _maxChange=1.75;
|
|
float _epsilon=0.5;
|
|
|
|
virtual inline void resize() override {
|
|
BackPropagation::resize();
|
|
_previousSlopes = _slopes;
|
|
}
|
|
|
|
std::vector<std::vector<float>> _previousSlopes ={};
|
|
};
|
|
}
|
|
} |