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-rw-r--r--2015-spacebot/include/brain/bias_node.h12
-rw-r--r--2015-spacebot/include/brain/neural_link.h17
-rw-r--r--2015-spacebot/include/brain/neural_network.h41
-rw-r--r--2015-spacebot/include/brain/neural_node.h18
-rw-r--r--2015-spacebot/include/brain/neuron.h22
-rw-r--r--2015-spacebot/include/brain/sensor.h10
6 files changed, 120 insertions, 0 deletions
diff --git a/2015-spacebot/include/brain/bias_node.h b/2015-spacebot/include/brain/bias_node.h
new file mode 100644
index 0000000..77c5884
--- /dev/null
+++ b/2015-spacebot/include/brain/bias_node.h
@@ -0,0 +1,12 @@
+#pragma once
+
+#include "brain/neural_node.h"
+
+class BiasNode: public NeuralNode
+{
+public:
+BiasNode() : NeuralNode("b0")
+ {
+ _activation = 1;
+ }
+};
diff --git a/2015-spacebot/include/brain/neural_link.h b/2015-spacebot/include/brain/neural_link.h
new file mode 100644
index 0000000..14f58b9
--- /dev/null
+++ b/2015-spacebot/include/brain/neural_link.h
@@ -0,0 +1,17 @@
+#pragma once
+
+#include "neural_node.h"
+
+class NeuralLink
+{
+public:
+ NeuralLink(NeuralNode* input, double weight);
+ double weightedActivation() const;
+
+ double weight() const { return _weight; }
+ std::string inputIdentifier() const { return _input->identifier(); }
+
+private:
+ NeuralNode* _input;
+ double _weight;
+};
diff --git a/2015-spacebot/include/brain/neural_network.h b/2015-spacebot/include/brain/neural_network.h
new file mode 100644
index 0000000..7fcf5f4
--- /dev/null
+++ b/2015-spacebot/include/brain/neural_network.h
@@ -0,0 +1,41 @@
+#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);
+};
+
diff --git a/2015-spacebot/include/brain/neural_node.h b/2015-spacebot/include/brain/neural_node.h
new file mode 100644
index 0000000..2684146
--- /dev/null
+++ b/2015-spacebot/include/brain/neural_node.h
@@ -0,0 +1,18 @@
+#pragma once
+
+#include <string>
+
+class NeuralNode
+{
+public:
+ double activation() const { return _activation; }
+ std::string identifier() const { return _identifier; }
+
+NeuralNode(std::string identifier): _identifier(identifier) {}
+
+protected:
+ double _activation;
+
+private:
+ std::string _identifier;
+};
diff --git a/2015-spacebot/include/brain/neuron.h b/2015-spacebot/include/brain/neuron.h
new file mode 100644
index 0000000..ca26c73
--- /dev/null
+++ b/2015-spacebot/include/brain/neuron.h
@@ -0,0 +1,22 @@
+#pragma once
+
+#include <memory>
+#include <vector>
+
+#include "neural_node.h"
+#include "neural_link.h"
+
+class Neuron : public NeuralNode
+{
+public:
+ void addInput(NeuralLink&& link);
+ bool calculateActivation();
+
+Neuron(int index) : NeuralNode('n'+std::to_string(index)){};
+
+ bool hasInputWithWeight(std::string srcIdentifier, double weight) const;
+
+private:
+ std::vector<NeuralLink> _inputLinks;
+ double sigmoid(double input) const;
+};
diff --git a/2015-spacebot/include/brain/sensor.h b/2015-spacebot/include/brain/sensor.h
new file mode 100644
index 0000000..10f62a7
--- /dev/null
+++ b/2015-spacebot/include/brain/sensor.h
@@ -0,0 +1,10 @@
+#pragma once
+
+#include "brain/neural_node.h"
+
+class Sensor: public NeuralNode
+{
+public:
+Sensor(int index) :NeuralNode('s'+std::to_string(index)){}
+ void setActivation(double activation) { _activation = activation; }
+};