/// <summary>
/// Calculates the Output for a given Input using the Sigmoid Function.
/// </summary>
/// <param name="passedInput">The Input.</param>
/// <param name="passedThreshold">The Threshold.</param>
/// <returns>The Output for the Sigmoid Function.</returns>
public INeuronOutput CalculateOutput(INeuronActivationFunctionInput passedInput, INeuronThreshold passedThreshold)
{
float resultValue = (float)(1 / (1 + Math.Exp((-passedInput.Value) / passedThreshold.Value)));
INeuronOutput result = new NeuronOutput(resultValue);
return(result);
}
/// <summary>
/// Calculates the Output for a given Input using the Step Function.
/// </summary>
/// <param name="passedInput">The Input.</param>
/// <param name="passedThreshold">The Threshold.</param>
/// <returns>The Output for the Step Function.</returns>
public INeuronOutput CalculateOutput(INeuronActivationFunctionInput passedInput, INeuronThreshold passedThreshold)
{
float resultValue = (passedInput.Value >= passedThreshold.Value) ? 1 : 0;
INeuronOutput result = new NeuronOutput(resultValue);
return(result);
}