public SinglePoolingLayer(LayerBase upStreamLayer, //Number of Units in pool layer will be same
int sizeWindow, //Both Height and Width will be same
int sizeStride)
{
_upstreamLayer = upStreamLayer;
_poolingFunction = new MaxPooling();
int noOfPoolingUnits = _upstreamLayer.GetNumberOfFilterUnits(); //No of pooling Units should equal upstream Filter neurons
}
/// <summary>
/// Default pooling function is MaxPool. Use this function to
/// overwrite the default value
/// </summary>
/// <param name="poolingFunction"></param>
public void SetPoolingFunction(IPoolingFunction poolingFunction)
{
_poolingFunction = poolingFunction;
//Update activation in each filter
foreach (SinglePoolingUnit spn in FilterUnits)
{
spn.SetPoolingFunction(_poolingFunction);
}
}
public void SetPoolingFunction(IPoolingFunction activationFunction)
{
_poolingFunction = activationFunction;
}
