public void ComputeActive()
{
var cortex = new Cortex(
new CortexCreationOptions
{
CortexShape = new int[] { 32, 32 },
InputShape = new int[] { 20, 20 },
ConnectedPermanenceThreshold = 0.5,
PotentialSynapsePercent = 0.75
}
);
var sp = new SpatialPooler(
new SpatialPoolerCreationOptions
{
ActivationsPerInhibitionRegion = 10,
StimulusThreshold = 1.0,
SynapticPermanenceInc = 0.1,
SynapticPermanenceDec = 0.02,
BoostStrength = 100,
DutyCycleLength = 1000
},
cortex
);
var inputs = InputGenerator <double> .SinWave(1, 0, Math.PI, 50);
foreach (var input in inputs)
{
sp.ProcessAndLearn(input);
}
}