Imported existing sources
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#ifndef INEURALLAYER_H
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#define INEURALLAYER_H
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#include <QList>
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class INeuron;
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class INeuralNet;
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class INeuralLayer
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{
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public:
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virtual void pulse() = 0;
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virtual void applyLearning() = 0;
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virtual void initializeLearning() = 0;
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virtual INeuron *addNeuron(qreal bias) = 0;
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virtual QList<INeuron *> &neurons() = 0;
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virtual const QList<INeuron *> &neurons() const = 0;
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};
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#endif // INEURALLAYER_H
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#ifndef INEURALNET_H
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#define INEURALNET_H
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#include <qglobal.h>
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class INeuralLayer;
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class INeuralNet
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{
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public:
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virtual void pulse() = 0;
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virtual void applyLearning() = 0;
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virtual void initializeLearning() = 0;
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virtual qreal learningRate() const = 0;
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virtual void setLearningRate(qreal learningRate) = 0;
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virtual const INeuralLayer *inputLayer() const = 0;
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virtual const INeuralLayer *hiddenLayer() const = 0;
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virtual const INeuralLayer *outputLayer() const = 0;
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};
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#endif // INEURALNET_H
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@@ -0,0 +1,24 @@
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#ifndef INEURON_H
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#define INEURON_H
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#include "ineuronsignal.h"
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#include "ineuronreceptor.h"
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class INeuralLayer;
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class NeuralFactor;
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class INeuron : public INeuronSignal, public INeuronRepetor
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{
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public:
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virtual void pulse() = 0;
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virtual void applyLearning(qreal learningRate) = 0;
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virtual void initializeLearning() = 0;
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virtual qreal error() const = 0;
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virtual void setError(qreal error) = 0;
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virtual NeuralFactor *bias() = 0;
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virtual const NeuralFactor *bias() const = 0;
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};
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#endif // INEURON_H
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@@ -0,0 +1,16 @@
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#ifndef INEURONRECEPTOR_H
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#define INEURONRECEPTOR_H
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template <class Key, class T> class QMap;
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class INeuronSignal;
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class NeuralFactor;
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class INeuronRepetor
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{
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public:
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virtual QMap<INeuronSignal *, NeuralFactor *> &input() = 0;
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virtual const QMap<INeuronSignal *, NeuralFactor *> &input() const = 0;
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};
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#endif // INEURONRECEPTOR_H
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@@ -0,0 +1,13 @@
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#ifndef INEURONSIGNAL_H
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#define INEURONSIGNAL_H
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#include <qglobal.h>
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class INeuronSignal
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{
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public:
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virtual qreal output() const = 0;
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virtual void setOutput(qreal output) = 0;
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};
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#endif // INEURONSIGNAL_H
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