public NeuroModel CreateNeuroModel(int[] areaLevels, long[,] colDims, int numCells)
{
NeuroModel model = new NeuroModel();
model.Areas = new List <Area>(areaLevels.Length);
model.CellsPerColumn = numCells;
for (int levelIndex = 0; levelIndex < areaLevels.Length; levelIndex++)//levelIndex == AreaID
{
//Areas.Insert(levelIndex, new Area(levelIndex, colDims));
model.Areas.Insert(levelIndex, CreateArea(model, levelIndex, colDims, numCells));
for (int i = 0; i < 20; i++)//How to get the total number of synapses, for now 20
{
SynapseData synap = new SynapseData
{
Permanence = new Random().NextDouble(), //for now generatin random permanences ranging 0 to 1
PreSynapticCellIndex = model.Cells[new Random().Next(0, (model.Cells.Count()))].Index, //selecting random cell from already generated cells
PostSynapticCellIndex = model.Cells[new Random().Next(0, (model.Cells.Count()))].Index, //selecting random cell from already generated cells
// SourceCell = cell id
// destination Cell = cell id
};
model.Synapse.Insert(i, synap);
}
}
return(model);
}
public NeuroModel CreateNeuroModel(int[] areaLevels, long[,] colDims, int numCells)
{
NeuroModel model = new NeuroModel();
model.Areas = new List <Area>(areaLevels.Length);
model.CellsPerColumn = numCells;
for (int levelIndex = 0; levelIndex < areaLevels.Length; levelIndex++)//levelIndex == AreaID
{
//Areas.Insert(levelIndex, new Area(levelIndex, colDims));
model.Areas.Insert(levelIndex, CreateArea(model, levelIndex, colDims, numCells));
}
return(model);
}
private Area CreateArea(NeuroModel model, int areaID, long[,] colDims, int cellsPerColumn)
{
Area area = new Area(areaID, colDims);
double overlap = 0; // Where do I get overlap values
for (int colDim0 = 0; colDim0 < colDims.GetLength(0); colDim0++)
{
for (int colDim1 = 0; colDim1 < colDims.GetLength(1); colDim1++)
{
area.MiniColumns[colDim0, colDim1] = new MiniColumn(areaID, overlap, colDim0, colDim1);
Cell[] cells = CreateCells(cellsPerColumn, areaID, colDim0, colDim1);
for (int i = 0; i < cells.Length; i++)
{
area.MiniColumns[colDim0, colDim1].Cells.Add(cells[i]);
model.Cells.Add(cells[i]);
}
}
}
return(area);
}