private NeuralNetworkDomain ConvertNeuralNetFromEntity(NeuralNet neuralNet)
{
var neuralNetDomain = _mapper.Map <NeuralNetworkDomain>(neuralNet);
neuralNetDomain.Neurons = _mapper.Map <List <NeuronDomain> >(neuralNet.Neurons);
neuralNetDomain.Synapses = new List <SynapseDomain>();
foreach (var synapse in neuralNet.Synapses)
{
var inputNeuron = neuralNetDomain.Neurons.Single(n => n.IdNeuron == synapse.NeuronIdInput);
var outputNeuron = neuralNetDomain.Neurons.Single(n => n.IdNeuron == synapse.NeuronIdOutput);
var domainSynapse = new SynapseDomain(inputNeuron, outputNeuron, synapse.Weight);
domainSynapse.IdSynapse = synapse.Id;
neuralNetDomain.Synapses.Add(domainSynapse);
}
return(neuralNetDomain);
}
//TODO use test fixture
private NeuralNetworkDomain GetNeuralNet()
{
var neuron1 = new NeuronDomain
{
IdNeuron = 1,
DataOut = 1,
NeuralNetId = 1,
NeuronType = NeuronType.InputNeuronType
};
var neuron2 = new NeuronDomain
{
IdNeuron = 2,
DataOut = 0,
NeuralNetId = 1,
NeuronType = NeuronType.InputNeuronType
};
var neuron3 = new NeuronDomain
{
IdNeuron = 3,
NeuralNetId = 1,
NeuronType = NeuronType.FirstLayerHiddenNeuronType
};
var neuron4 = new NeuronDomain
{
IdNeuron = 4,
NeuralNetId = 1,
NeuronType = NeuronType.FirstLayerHiddenNeuronType
};
var neuron5 = new NeuronDomain
{
IdNeuron = 5,
NeuralNetId = 1,
NeuronType = NeuronType.OutputNeuronType
};
var synapse1 = new SynapseDomain(neuron1, neuron3, 0.45)
{
IdSynapse = 1,
NeuralNetId = 1,
};
var synapse2 = new SynapseDomain(neuron1, neuron4, 0.78)
{
IdSynapse = 2,
NeuralNetId = 1,
};
var synapse3 = new SynapseDomain(neuron2, neuron3, -0.12)
{
IdSynapse = 3,
NeuralNetId = 1,
};
var synapse4 = new SynapseDomain(neuron2, neuron4, 0.13)
{
IdSynapse = 4,
NeuralNetId = 1,
};
var synapse5 = new SynapseDomain(neuron3, neuron5, 1.5)
{
IdSynapse = 5,
NeuralNetId = 1,
};
var synapse6 = new SynapseDomain(neuron4, neuron5, -2.3)
{
IdSynapse = 6,
NeuralNetId = 1,
};
return(new NeuralNetworkDomain
{
Id = 1,
LearningSpeed = 0.7,
Moment = 0.3,
MSEcounter = 0,
ErrorMSE = 0,
Neurons = new List <NeuronDomain>
{
neuron1,
neuron2,
neuron3,
neuron4,
neuron5,
},
Synapses = new List <SynapseDomain>
{
synapse1,
synapse2,
synapse3,
synapse4,
synapse5,
synapse6
}
});
}
