internal INeuron CreateNeuron(Dictionary <int, Dictionary <int, IList <Synapse> > > mapping, int layerIndex, int neuronIndex)
{
var dendrites = (layerIndex > 0) ? getDendritesForSoma(layerIndex, neuronIndex, mapping) : mapping[layerIndex][neuronIndex];
var soma = _somaFactory.Create(dendrites, _biasInitiliazer.InitializeWeight());
var terminals = mapping[layerIndex + 1][neuronIndex];
var axon = _axonFactory.Create(terminals);
return(_neuronFactory.Create(soma, axon));
}
public Neuron Get(char symbol)
{
using (var file = new FileStream($"{_weightsDirectory}/{symbol}.txt", FileMode.OpenOrCreate))
{
return(_factory.Create(symbol, file));
}
}
public INeuron Create(ISoma soma, IAxon axon)
{
return(new NeuronBackpropagationDecorator
{
DecoratedNeuron = _neuronFactory.Create(soma, axon),
IsDropped = false
});
}
public Perceptron(INeuronFactory neuronFactory)
{
_neuron = neuronFactory.Create();
}
public Perceptron(INeuronFactory neuronFactory)
{
_neuron = neuronFactory.Create();
}
