public virtual double[] Perzertron_forward_softmax(double[] x)
{
double[] y = new double[x.Length];
double[] z;
for (int i = 0; i < x.Length; i++)
{
for (int j = 0; j < x.Length; j++)
{
y[i] = y[i] + (x[i] * weight_2[j, i]);
}
}
for (int i = 0; i < x.Length; i++)
{
y[i] = y[i] + bias1[i];
}
z = Activation_Func.Softmax(y);
/* for (int i = 0; i < x.Length; i++)
* {
*
* y[i] = sigmoid(y[i]);
* }*/
return(z);
}
/// <summary>
/// Шаг вперен по второму слою
/// </summary>
/// <param name="x"> массив внутреннего слоя</param>
/// <returns></returns>
public override double[] Perzertron_forward_softmax(double[] x)
{
double[] y = new double[x.Length];
for (int i = 0; i < x.Length; i++)
{
for (int j = 0; j < x.Length; j++)
{
y[i] = y[i] + (x[i] * weight_2[j, i]);
}
}
for (int i = 0; i < x.Length; i++)
{
y[i] = y[i] + bias1[i];
}
// z = activation_Func.Softmax(y);
for (int i = 0; i < x.Length; i++)
{
y[i] = Activation_Func.Sigmoid(y[i]);
}
// return z;
return(y);
}
public virtual double[] Perzertron_forward(double[] x)
{
double[] y = new double[x.Length];
for (int i = 0; i < x.Length; i++)
{
for (int j = 0; j < x.Length; j++)
{
y[i] = y[i] + (x[i] * weight_1[j, i]);
}
}
for (int i = 0; i < x.Length; i++)
{
y[i] = y[i] + bias0[i];
}
for (int i = 0; i < x.Length; i++)
{
y[i] = Activation_Func.Sigmoid(y[i]);
}
return(y);
}
