public bool Initialize()
{
// Connect all potentialSynapses.
double permanence;
HTMSynapse synapse;
foreach (HTMColumn col in _columns)
{
// TO DO : get a random sample from the input matrix
List <HTMCell> cells = _inputCells.GetRectangle(col.X, col.Y, (int)(_inputCells.Width * _proximalSegmentCoverage), (int)(_inputCells.Height * _proximalSegmentCoverage));
foreach (HTMCell c in cells)
{
permanence = _random.NextGauss(HTMSynapse._connectedPermanence, HTMSynapse._permanenceIncrement * 2.0, true);
synapse = new HTMSynapse(c, permanence);
col.ProximalSegment.Synapses.Add(synapse);
}
}
_inhibitionRadius = AverageReceptiveFieldSize();
return(true);
}
public bool Initialize()
{
// Connect all potentialSynapses.
double permanence;
HTMSynapse synapse;
foreach (HTMColumn col in _columns)
{
// TO DO : get a random sample from the input matrix
List<HTMCell> cells = _inputCells.GetRectangle(col.X, col.Y, (int)(_inputCells.Width * _proximalSegmentCoverage), (int)(_inputCells.Height * _proximalSegmentCoverage));
foreach (HTMCell c in cells)
{
permanence = _random.NextGauss(HTMSynapse._connectedPermanence, HTMSynapse._permanenceIncrement * 2.0, true);
synapse = new HTMSynapse(c, permanence);
col.ProximalSegment.Synapses.Add(synapse);
}
}
_inhibitionRadius = AverageReceptiveFieldSize();
return true;
}