public OutputLayer(int size, string SynapsesFile, string BiasesFile, bool init)
{
NeuronNumber = size;
this.SynapsesFile = SynapsesFile;
this.BiasesFile = BiasesFile;
Neurons = new OutputNeuron[NeuronNumber];
WeightRecords = new List <float>();
BiasRecords = new List <float>();
for (int i = 0; i < NeuronNumber; i++)
{
Neurons[i] = new OutputNeuron();
}
if (init)
{
Init();
}
else
{
WeightRecords = DataStream.Instance.ReadWBFromFile(SynapsesFile);
BiasRecords = DataStream.Instance.ReadWBFromFile(BiasesFile);
SetBiases();
}
}
public int BrightestNeuron()
{
float temp = -1;
OutputNeuron tempN = new OutputNeuron();
foreach (OutputNeuron on in Neurons)
{
if (on.Activation > temp)
{
temp = on.Activation;
tempN = on;
}
}
return(tempN.RepresentingValue);
}
