/// <summary>
/// The deep copy constructor
/// </summary>
/// <param name="source">Source instance</param>
public InputEncoderSettings(InputEncoderSettings source)
: this(source.FeedingCfg, source.VaryingFieldsCfg, source.CoordinatesCfg)
{
return;
}
//Constructor
/// <summary>
/// Creates an initialized instance.
/// </summary>
/// <param name="inputEncoderCfg">The configuration of the input encoder.</param>
public InputEncoder(InputEncoderSettings inputEncoderCfg)
{
_encoderCfg = (InputEncoderSettings)inputEncoderCfg.DeepClone();
//Steady fields
_numOfSteadyFields = 0;
_routedSteadyFieldIndexCollection = new List <int>();
if (_encoderCfg.FeedingCfg.FeedingType == InputFeedingType.Patterned)
{
FeedingPatternedSettings fps = (FeedingPatternedSettings)_encoderCfg.FeedingCfg;
if (fps.SteadyFieldsCfg != null)
{
_numOfSteadyFields = fps.SteadyFieldsCfg.FieldCfgCollection.Count;
for (int i = 0; i < fps.SteadyFieldsCfg.FieldCfgCollection.Count; i++)
{
if (fps.SteadyFieldsCfg.FieldCfgCollection[i].RouteToReadout)
{
_routedSteadyFieldIndexCollection.Add(i);
}
}
}
}
//Varying fields
_varyingFields = new List <InputField>(_encoderCfg.VaryingFieldsCfg.TotalNumOfFields);
int[] coordinates = _encoderCfg.CoordinatesCfg.GetCoordinates();
int fieldIdx = _numOfSteadyFields;
int inputNeuronStartIdx = 0;
//External fields
foreach (ExternalFieldSettings fieldCfg in _encoderCfg.VaryingFieldsCfg.ExternalFieldsCfg.FieldCfgCollection)
{
_varyingFields.Add(new InputField(fieldCfg.Name,
fieldIdx++,
coordinates,
Interval.IntN1P1,
fieldCfg.FeatureFilterCfg,
_encoderCfg.VaryingFieldsCfg.InputSpikesCoderCfg,
(fieldCfg.RouteToReadout && _encoderCfg.VaryingFieldsCfg.RouteToReadout),
inputNeuronStartIdx
));
inputNeuronStartIdx += _varyingFields[(fieldIdx - _numOfSteadyFields) - 1].NumOfInputNeurons;
}
//Internal input transformers and fields
_internalInputTransformerCollection = new List <ITransformer>();
if (_encoderCfg.VaryingFieldsCfg.TransformedFieldsCfg != null)
{
List <string> names = _encoderCfg.VaryingFieldsCfg.GetNames();
foreach (TransformedFieldSettings fieldCfg in _encoderCfg.VaryingFieldsCfg.TransformedFieldsCfg.FieldCfgCollection)
{
_internalInputTransformerCollection.Add(TransformerFactory.Create(names, fieldCfg.TransformerCfg));
_varyingFields.Add(new InputField(fieldCfg.Name,
fieldIdx++,
coordinates,
Interval.IntN1P1,
fieldCfg.FeatureFilterCfg,
_encoderCfg.VaryingFieldsCfg.InputSpikesCoderCfg,
(fieldCfg.RouteToReadout && _encoderCfg.VaryingFieldsCfg.RouteToReadout),
inputNeuronStartIdx
));
inputNeuronStartIdx += _varyingFields[(fieldIdx - _numOfSteadyFields) - 1].NumOfInputNeurons;
}
}
//Internal input generators and fields
_internalInputGeneratorCollection = new List <IGenerator>();
if (_encoderCfg.VaryingFieldsCfg.GeneratedFieldsCfg != null)
{
foreach (GeneratedFieldSettings fieldCfg in _encoderCfg.VaryingFieldsCfg.GeneratedFieldsCfg.FieldCfgCollection)
{
_internalInputGeneratorCollection.Add(GeneratorFactory.Create(fieldCfg.GeneratorCfg));
_varyingFields.Add(new InputField(fieldCfg.Name,
fieldIdx++,
coordinates,
Interval.IntN1P1,
fieldCfg.FeatureFilterCfg,
_encoderCfg.VaryingFieldsCfg.InputSpikesCoderCfg,
(fieldCfg.RouteToReadout && _encoderCfg.VaryingFieldsCfg.RouteToReadout),
inputNeuronStartIdx
));
inputNeuronStartIdx += _varyingFields[(fieldIdx - _numOfSteadyFields) - 1].NumOfInputNeurons;
}
}
_routedVaryingFieldCollection = new List <InputField>(_varyingFields.Count);
foreach (InputField field in _varyingFields)
{
if (field.RouteToReadout)
{
_routedVaryingFieldCollection.Add(field);
}
}
_varyingDataVectorLength = NonFixedVaryingDataVectorLength;
NumOfTimePoints = VariableNumOfTimePoints;
NumOfRoutedValues = 0;
//Input processing queue
_inputDataQueue = new List <double[]>();
ResetInputProcessingQueue();
return;
}
