//Forward Propagate this Neuron
public string ForwardPropag(Neuron[,] nn)
{
this.GetInputs(nn);
this.output = MyMath.colMatMulti(this.inputs, this.weights);
if (this.actFunc == actFuncType.identity)
{
this.postActOutput = MyMath.identityFunc(this.output, this.beta);
}
else if (this.actFunc == actFuncType.logistic)
{
this.postActOutput = MyMath.logisticFunc(this.output, this.beta);
}
else if (this.actFunc == actFuncType.ReLU)
{
this.postActOutput = MyMath.reluFunc(this.output, this.beta);
}
else if (this.actFunc == actFuncType.tanh)
{
this.postActOutput = MyMath.tanhFunc(this.output, this.beta);
}
return(null);
}