public void SerializationDeSerializationBasicTest()
{
TemporalMemory tm = new TemporalMemory();
Connections cn = new Connections();
Parameters p = getDefaultParameters();
p.apply(cn);
tm.init(cn);
int[] previousActiveColumns = { 0 };
int[] activeColumns = { 1 };
Cell cell4 = cn.getCell(4);
ISet <Cell> expectedActiveCells = new HashSet <Cell>(new Cell[] { cell4 });
DistalDendrite activeSegment = cn.CreateDistalSegment(cell4);
cn.createSynapse(activeSegment, cn.getCell(0), 0.5);
cn.createSynapse(activeSegment, cn.getCell(1), 0.5);
cn.createSynapse(activeSegment, cn.getCell(2), 0.5);
cn.createSynapse(activeSegment, cn.getCell(3), 0.5);
ComputeCycle cc = tm.Compute(previousActiveColumns, true) as ComputeCycle;
Assert.IsTrue(cc.predictiveCells.SequenceEqual(expectedActiveCells));
tm.Serializer("tmSerializeNew.json");
var tm1 = TemporalMemory.Deserializer("tmSerializeNew.json");
ComputeCycle cc2 = tm1.Compute(activeColumns, true) as ComputeCycle;
Assert.IsTrue(cc2.ActiveCells.SequenceEqual(expectedActiveCells));
}
public void SerializationDeSerializationTest()
{
TemporalMemory tm1 = new TemporalMemory();
Connections cn1 = new Connections();
Parameters p1 = getDefaultParameters();
p1.apply(cn1);
tm1.init(cn1);
int[] previousActiveColumns = { 0 };
int[] activeColumns = { 1 };
Cell cell4 = cn1.getCell(4);
ISet <Cell> expectedActiveCells = new HashSet <Cell>(new Cell[] { cell4 });
DistalDendrite activeSegment = cn1.CreateDistalSegment(cell4);
cn1.createSynapse(activeSegment, cn1.getCell(0), 0.5);
cn1.createSynapse(activeSegment, cn1.getCell(1), 0.5);
cn1.createSynapse(activeSegment, cn1.getCell(2), 0.5);
cn1.createSynapse(activeSegment, cn1.getCell(3), 0.5);
ComputeCycle cc1 = new ComputeCycle();
for (int i = 0; i < 5; i++)
{
cc1 = tm1.Compute(previousActiveColumns, true);
}
Assert.IsTrue(cc1.predictiveCells.SequenceEqual(expectedActiveCells));
tm1.Serializer("tmTTrainSerialized.json");
string ser1 = File.ReadAllText("tmTTrainSerialized.json");
var tm2 = TemporalMemory.Deserializer("tmTTrainSerialized.json");
ComputeCycle cc2 = new ComputeCycle();
cc2 = tm2.Compute(activeColumns, true);
Assert.IsTrue(cc2.ActiveCells.SequenceEqual(expectedActiveCells));
}