/// <summary>
/// Samples an input vector from the network
/// given an output vector.
/// </summary>
///
/// <param name="output">An output vector.</param>
///
/// <returns>
/// A possible reconstruction considering the
/// stochastic activations of the network.
/// </returns>
///
public double[] GenerateInput(double[] output)
{
return(visible.Generate(output));
}
/// <summary>
/// Samples an output vector from the network
/// given an input vector.
/// </summary>
///
/// <param name="input">An input vector.</param>
///
/// <returns>
/// A possible output considering the
/// stochastic activations of the network.
/// </returns>
///
public double[] GenerateOutput(double[] input)
{
return(hidden.Generate(input));
}