/**
* Creates a {@link Network} containing 2 {@link Region}s with multiple
* {@link PALayer}s in each.
*
* @return a multi-region Network
*/
internal Network.Network CreateMultiRegionNetwork()
{
Parameters p = NetworkDemoHarness.GetParameters();
p = p.Union(NetworkDemoHarness.GetNetworkDemoTestEncoderParams());
return(Network.Network.Create("Network API Demo", p)
.Add(Network.Network.CreateRegion("Region 1")
.Add(Network.Network.CreateLayer("Layer 2/3", p)
.AlterParameter(Parameters.KEY.AUTO_CLASSIFY, true)
.Add(Anomaly.Create())
.Add(new TemporalMemory()))
.Add(Network.Network.CreateLayer("Layer 4", p)
.Add(new PASpatialPooler()))
.Connect("Layer 2/3", "Layer 4"))
.Add(Network.Network.CreateRegion("Region 2")
.Add(Network.Network.CreateLayer("Layer 2/3", p)
.AlterParameter(Parameters.KEY.AUTO_CLASSIFY, true)
.Add(Anomaly.Create())
.Add(new TemporalMemory())
.Add(new PASpatialPooler()))
.Add(Network.Network.CreateLayer("Layer 4", p)
.Add(Sensor <FileInfo> .Create(FileSensor.Create, SensorParams.Create(
SensorParams.Keys.Path, "", ResourceLocator.Path(typeof(Resources), "rec-center-15m.csv")))))
.Connect("Layer 2/3", "Layer 4"))
.Connect("Region 1", "Region 2"));
}
/**
* Creates a basic {@link Network} with 1 {@link Region} and 1 {@link PALayer}. However
* this basic network contains all algorithmic components.
*
* @return a basic Network
*/
internal Network.Network CreateBasicNetwork()
{
Parameters p = NetworkDemoHarness.GetParameters();
p = p.Union(NetworkDemoHarness.GetNetworkDemoTestEncoderParams());
p.SetParameterByKey(Parameters.KEY.MIN_THRESHOLD, 22); // 22 18
p.SetParameterByKey(Parameters.KEY.ACTIVATION_THRESHOLD, 16); // 18
p.SetParameterByKey(Parameters.KEY.STIMULUS_THRESHOLD, 0.0); // 0.0
p.SetParameterByKey(Parameters.KEY.CELLS_PER_COLUMN, 1); // 1
Region r = Network.Network.CreateRegion("Region 1");
PALayer <IInference> l = new PALayer <IInference>("Layer 2/3", null, p);
l.SetPADepolarize(0.0); // 0.25
l.SetVerbosity(0);
PASpatialPooler sp = new PASpatialPooler();
string infile = "rec-center-15m.csv";
// This is how easy it is to create a full running Network!
return(Network.Network.Create("Network API Demo", p)
.Add(r.Add(l.AlterParameter(Parameters.KEY.AUTO_CLASSIFY, true)
.Add(Anomaly.Create())
.Add(new TemporalMemory())
.Add(sp)
.Add(Sensor <FileInfo> .Create(FileSensor.Create,
SensorParams.Create(SensorParams.Keys.Path, "", ResourceLocator.Path(typeof(Resources), infile)))))));
}
public void TestGetNetworkDemoTestEncoderParams()
{
Parameters p = NetworkDemoHarness.GetNetworkDemoTestEncoderParams();
Assert.AreEqual(30, p.Size());
}