/// <inheritdoc/>
public double Compute(BasicStat continuousActivationStat,
BasicStat continuousActivationDiffStat,
MovingDataWindow activationMDW,
SimpleQueue <byte> firingMDW,
double activation,
double normalizedActivation,
bool spike
)
{
PredictorActivationDiffLinWAvgSettings cfg = (PredictorActivationDiffLinWAvgSettings)Cfg;
if (cfg.Window == PredictorActivationDiffLinWAvgSettings.NAWindowNum)
{
return(_continuousAvg.Result);
}
else
{
if (activationMDW.UsedCapacity >= cfg.Window)
{
return(activationMDW.GetDataDiffLinWeightedAvg(cfg.Window).Result);
}
else
{
return(0d);
}
}
}
/// <inheritdoc/>
public void Update(double activation, double normalizedActivation, bool spike)
{
PredictorActivationDiffLinWAvgSettings cfg = (PredictorActivationDiffLinWAvgSettings)Cfg;
if (cfg.Window == PredictorActivationDiffLinWAvgSettings.NAWindowNum)
{
++_continuousWeight;
_continuousAvg.AddSample(activation, _continuousWeight);
}
return;
}
//Constructor
/// <summary>
/// Creates an initialized instance.
/// </summary>
/// <param name="cfg">The configuration of the predictor.</param>
public PredictorActivationDiffLinWAvg(PredictorActivationDiffLinWAvgSettings cfg)
{
Cfg = cfg;
if (cfg.Window == PredictorActivationDiffLinWAvgSettings.NAWindowNum)
{
_continuousAvg = new WeightedAvg();
Reset();
}
else
{
_continuousAvg = null;
}
return;
}
/// <summary>
/// The copy constructor.
/// </summary>
/// <param name="source">The source instance.</param>
public PredictorActivationDiffLinWAvgSettings(PredictorActivationDiffLinWAvgSettings source)
: this(source.Window)
{
return;
}