/// <summary>
/// Initialize a region/sensor and its lower regions.
/// </summary>
public void InitializeRegion(TreeNode parentNode, TreeNode node)
{
switch (node.Params.Type)
{
case NetConfig.Type.Region:
{
var regionParams = (NetConfig.RegionParams)node.Params;
// Percentage calculations:
var percentageInput = (float)(regionParams.PercentageInputCol * 0.01);
var percentageLocalActivity = (float)(regionParams.PercentageLocalActivity * 0.01);
var percentageMinOverlap = (float)(regionParams.PercentageMinOverlap * 0.01);
// Initalize region with params
Region parentRegion = null;
if (parentNode != null)
{
parentRegion = parentNode.Region;
}
var newRegion = new Region(0, parentRegion, regionParams.Size, percentageInput, percentageMinOverlap, regionParams.LocalityRadius, percentageLocalActivity, regionParams.CellsPerColumn, regionParams.SegmentActivateThreshold, regionParams.NewNumberSynapses);
node.Region = newRegion;
// If this region is parent of lower regions/sensors in the hierarchy then initialize them too.
foreach (var childNode in node.Children)
{
this.InitializeRegion(node, childNode);
}
}
break;
case NetConfig.Type.FileSensor:
{
var fileSensorParams = (NetConfig.FileSensorParams)node.Params;
// Initalize file sensor with params
var newFileSensor = new FileSensor(parentNode.Region, fileSensorParams.GetInputFilePath());
node.FileSensor = newFileSensor;
}
break;
}
}
/// <summary>
/// Initialize a region/sensor and its lower regions.
/// </summary>
public void InitializeRegion(TreeNode parentNode, TreeNode node)
{
switch (node.Params.Type)
{
case NetConfig.Type.Region:
{
var regionParams = (NetConfig.RegionParams) node.Params;
// Percentage calculations:
var percentageInput = (float) (regionParams.PercentageInputCol * 0.01);
var percentageLocalActivity = (float) (regionParams.PercentageLocalActivity * 0.01);
var percentageMinOverlap = (float) (regionParams.PercentageMinOverlap * 0.01);
// Initalize region with params
Region parentRegion = null;
if (parentNode != null)
{
parentRegion = parentNode.Region;
}
var newRegion = new Region(0, parentRegion, regionParams.Size, percentageInput, percentageMinOverlap, regionParams.LocalityRadius, percentageLocalActivity, regionParams.CellsPerColumn, regionParams.SegmentActivateThreshold, regionParams.NewNumberSynapses);
node.Region = newRegion;
// If this region is parent of lower regions/sensors in the hierarchy then initialize them too.
foreach (var childNode in node.Children)
{
this.InitializeRegion(node, childNode);
}
}
break;
case NetConfig.Type.FileSensor:
{
var fileSensorParams = (NetConfig.FileSensorParams) node.Params;
// Initalize file sensor with params
var newFileSensor = new FileSensor(parentNode.Region, fileSensorParams.GetInputFilePath());
node.FileSensor = newFileSensor;
}
break;
}
}