public void SPInhibitionTest()
{
var parameters = GetDefaultParams();
parameters.setInputDimensions(new int[] { 10 });
parameters.setColumnDimensions(new int[] { 1024 });
parameters.setNumActiveColumnsPerInhArea(0.2 * 32 * 32);
parameters.setGlobalInhibition(false);
var sp = new SpatialPooler();
var mem = new Connections();
parameters.apply(mem);
sp.Init(mem);
//int[] inputVector = NeoCortexUtils.ReadCsvFileTest("Testfiles\\digit8_binary_32bit.txt").ToArray();
// var inputString = Helpers.StringifyVector(inputVector);
//Debug.WriteLine("Input Array: " + inputString);
int[] inputVector = new int[] { 1, 0, 0, 0, 1, 1, 1, 0, 1, 1 };
int[] activeArray = new int[32 * 32];
//int iteration = -1;
String str = "";
for (int i = 0; i < 10; i++)
{
var overlaps = sp.CalculateOverlap(mem, inputVector);
var strOverlaps = Helpers.StringifyVector(overlaps);
var inhibitions = sp.InhibitColumns(mem, ArrayUtils.ToDoubleArray(overlaps));
var strInhibitions = Helpers.StringifyVector(inhibitions);
activeArray = sp.Compute(inputVector, true) as int[];
//Debug.WriteLine(result);
//sp.compute( inputVector, activeArray, true);
var activeCols = ArrayUtils.IndexWhere(activeArray, (el) => el == 1);
var strActiveArr = Helpers.StringifyVector(activeArray);
Debug.WriteLine("Active array: " + strActiveArr);
var strActiveCols = Helpers.StringifyVector(activeCols);
Debug.WriteLine("Number of Active Column: " + activeCols.Length);
str = strActiveCols;
Debug.WriteLine($"{i} - {strActiveCols}");
}
var strOutput = Helpers.StringifyVector(activeArray);
Debug.WriteLine("Output: " + strOutput);
}
