Teem::GraphFullyConnectedGenotypeDecoder Class Reference
[Genotype decoders]

#include <GraphNeuralNetwork.h>

Inheritance diagram for Teem::GraphFullyConnectedGenotypeDecoder:

List of all members.

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Detailed Description

This class implementes decoding of a fully connected graph neural network.

Currently, this class handles only sigmoid neural network. TODO: generalize this class for arbitrary parameters and arbitrary neuron types.

Public Member Functions
	GraphFullyConnectedGenotypeDecoder (const std::string &root)
	Constructor, by default create no hidden neuron and set weight range to 2.
virtual	~GraphFullyConnectedGenotypeDecoder ()
	Virtual destructor, do nothing.
virtual Genome *	createGenome (void)
	Create a random genome that is compatible with this decoder.
virtual Controller *	decode (Genome *genome)
	Decode a genome to a controller.
Protected Attributes
Ishtar::Variable< unsigned >	hiddenCount
	Number of neurons in the hidden layer.
Ishtar::Variable< double >	weightRange
	Range of synapse's weights, which will be within [-weightRange .. weightRange].

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The documentation for this class was generated from the following files:

• controller/nn/GraphNeuralNetwork.h
• controller/nn/GraphNeuralNetwork.cpp

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