public override Volume Forward(Volume input, bool isTraining = false)
{
this.InputActivation = input;
var outputActivation = input.CloneAndZero();
var length = input.Weights.Length;
#if PARALLEL
Parallel.For(0, length, i =>
#else
for (var i = 0; i < length; i++)
#endif
{ outputActivation.Weights[i] = Math.Tanh(input.Weights[i]); }
public override Volume Forward(Volume input, bool isTraining = false)
{
this.InputActivation = input;
var volume2 = input.CloneAndZero();
var length = input.Weights.Length;
double[] v2w = volume2.Weights;
double[] vw = input.Weights;
for (var i = 0; i < length; i++)
{
v2w[i] = 1.0 / (1.0 + Math.Exp(-vw[i]));
}
this.OutputActivation = volume2;
return(this.OutputActivation);
}