/// <summary>
/// Compute the outputs for this layer given the input pattern. The output is
/// also stored in the fire instance variable.
/// </summary>
/// <param name="pattern">The input pattern.</param>
/// <returns>The output from this layer.</returns>
public virtual INeuralData Compute(INeuralData pattern)
{
INeuralData result = (INeuralData)pattern.Clone();
if (this.HasBias)
{
// apply the bias values
for (int i = 0; i < this.biasWeights.Length; i++)
{
result[i] = result[i] + this.biasWeights[i];
}
}
// apply the activation function
ActivationFunction.ActivationFunction(result.Data, 0, result.Data.Length);
return(result);
}
/// <summary>
/// Compute the outputs for this layer given the input pattern. The output is
/// also stored in the fire instance variable.
/// </summary>
/// <param name="pattern">The input pattern.</param>
/// <returns>The output from this layer.</returns>
public virtual INeuralData Compute(INeuralData pattern)
{
INeuralData result = (INeuralData)pattern.Clone();
if (this.HasBias)
{
// apply the bias values
for (int i = 0; i < this.biasWeights.Length; i++)
{
result[i] = result[i] + this.biasWeights[i];
}
}
// apply the activation function
ActivationFunction.ActivationFunction(result.Data, 0, result.Data.Length);
return result;
}
