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authorJustin Wernick <justin@worthe-it.co.za>2022-04-19 21:28:44 +0200
committerJustin Wernick <justin@worthe-it.co.za>2022-04-19 21:28:44 +0200
commitdc01a3e25e6c4ef056467e36f876ebd68f3ade22 (patch)
tree2147462c4cbe9a7b0de59d13bb20c842e33f75a3 /2015-spacebot/include/brain/neural_network.h
parentbe89211af895548425be999f660a1195efe9fc8a (diff)
parent8eebf1079fbed2848ee47cf990f5def5926a0c1f (diff)
Merge branch 'spacebot-main'
Diffstat (limited to '2015-spacebot/include/brain/neural_network.h')
-rw-r--r--2015-spacebot/include/brain/neural_network.h41
1 files changed, 41 insertions, 0 deletions
diff --git a/2015-spacebot/include/brain/neural_network.h b/2015-spacebot/include/brain/neural_network.h
new file mode 100644
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+++ b/2015-spacebot/include/brain/neural_network.h
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+#pragma once
+
+#include <memory>
+#include <istream>
+#include <vector>
+#include <map>
+#include <string>
+
+#include "brain/neural_node.h"
+#include "brain/sensor.h"
+#include "brain/bias_node.h"
+#include "brain/neuron.h"
+
+class NeuralNetwork
+{
+public:
+ NeuralNetwork(std::istream &&networkConfigFile, unsigned int numberOfSensors, unsigned int numberOfOutputs);
+ NeuralNetwork(std::istream &&networkConfigFile, std::vector<bool> sensorInitialValues, unsigned int numberOfOutputs);
+
+ void setInput(unsigned int inputIndex, double activation);
+ unsigned int findMaxOutputIndex() const;
+
+ unsigned int numberOfSensors() const { return _sensors.size(); }
+ unsigned int numberOfOutputs() const { return _outputs.size(); }
+ unsigned int numberOfNeurons() const { return _neurons.size(); }
+
+ bool linkExists(std::string srcIdentifier, std::string destIdentifier, double weight) const;
+
+private:
+ std::vector<std::shared_ptr<Sensor>> _sensors;
+ std::shared_ptr<BiasNode> _biasNode;
+ std::vector<std::shared_ptr<Neuron>> _neurons;
+ std::vector<std::shared_ptr<Neuron>> _outputs;
+
+ void parseFile(std::istream &&file);
+
+ void addLink(std::shared_ptr<NeuralNode> source, std::shared_ptr<Neuron> destination, double weight);
+ std::shared_ptr<Sensor> findOrAddSensor(unsigned int id);
+ std::shared_ptr<Neuron> findOrAddNeuron(unsigned int id);
+};
+