public Synapse Create()
{
return(new Synapse
{
Axon = _axonFactory.Create(),
Weight = _weightInitializer.InitializeWeight()
});
}
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));
}