public HTMCellsViewer(HTMRegionAgent region, int indexInColumn, int width, int height)
{
InitializeComponent();
_region = region;
_indexInColumn = indexInColumn;
layerLabel.Text = "Cells with index: " + indexInColumn.ToString();
_predictiveCellBrush = new SolidBrush(Color.Yellow);
_learningCellBrush = new SolidBrush(Color.Green);
_backgroundColor = Color.White;
this.Width = width;
this.Height = height + layerLabel.Height + layerLabel.Top;
_bitmap = new Bitmap(width, height);
_g = Graphics.FromImage(_bitmap);
_g1 = this.CreateGraphics();
_cellViewers = new List<HTMCellViewer>();
}
public HTMColumnsViewer(HTMRegionAgent region, HTMRegionViewerPropertyShowed propertyShowed, int width, int height)
{
InitializeComponent();
_region = region;
_activeColumnBrush = new SolidBrush(Color.Blue);
_inactiveColumnBrush = new SolidBrush(Color.White);
_backgroundColor = Color.White;
this.Width = width;
this.Height = height + statLabel.Height + statLabel.Top;
_bitmap = new Bitmap(width, height);
_g = Graphics.FromImage(_bitmap);
_g1 = this.CreateGraphics();
_lastMouseClick = new Point();
_propertyShowed = propertyShowed;
statLabel.Text = propertyShowed.ToString();
}
public HTMCellsViewer(HTMRegionAgent region, int indexInColumn, int width, int height)
{
InitializeComponent();
_region = region;
_indexInColumn = indexInColumn;
layerLabel.Text = "Cells with index: " + indexInColumn.ToString();
_predictiveCellBrush = new SolidBrush(Color.Yellow);
_learningCellBrush = new SolidBrush(Color.Green);
_backgroundColor = Color.White;
this.Width = width;
this.Height = height + layerLabel.Height + layerLabel.Top;
_bitmap = new Bitmap(width, height);
_g = Graphics.FromImage(_bitmap);
_g1 = this.CreateGraphics();
_cellViewers = new List <HTMCellViewer>();
}
public HTMColumnsViewer(HTMRegionAgent region, HTMRegionViewerPropertyShowed propertyShowed, int width, int height)
{
InitializeComponent();
_region = region;
_activeColumnBrush = new SolidBrush(Color.Blue);
_inactiveColumnBrush = new SolidBrush(Color.White);
_backgroundColor = Color.White;
this.Width = width;
this.Height = height + statLabel.Height + statLabel.Top;
_bitmap = new Bitmap(width, height);
_g = Graphics.FromImage(_bitmap);
_g1 = this.CreateGraphics();
_lastMouseClick = new Point();
_propertyShowed = propertyShowed;
statLabel.Text = propertyShowed.ToString();
}
public bool Initialize()
{
// Network param
int cellsPerColumn;
int minimumOverlap;
int desiredLocalActiviy;
int segmentActivationThreshold;
int minSegmentActivityForLearning;
double proximalSegmentCoverage;
try
{
_regionWidth = int.Parse(regionWidthTextBox.Text);
_regionHeight = int.Parse(regionHeightTextBox.Text);
cellsPerColumn = int.Parse(networkSizeComboBox.Text.Substring(networkSizeComboBox.Text.Length - 1, 1));
minimumOverlap = int.Parse(minimumOverlapTextBox.Text);
desiredLocalActiviy = int.Parse(desiredLocalActivityTextBox.Text);
segmentActivationThreshold = int.Parse(segmentActivationThresholdTextBox.Text);
minSegmentActivityForLearning = int.Parse(segmentActivationThresholdTextBox.Text);
proximalSegmentCoverage = double.Parse(proximalSegmentCoverageTextBox.Text) / 100;
}
catch (Exception exch)
{
_director.Log(exch.ToString());
return(false);
}
if (proximalSegmentCoverage < 0 && proximalSegmentCoverage > 1)
{
_director.Log("Proximal segment coverage out of range.");
return(false);
}
// Create the network.
_regionAgent = new HTMRegionAgent(_director, _regionWidth, _regionHeight, cellsPerColumn, minimumOverlap, desiredLocalActiviy, segmentActivationThreshold, minSegmentActivityForLearning, proximalSegmentCoverage);
_regionAgent.InputAgent = _inputAgent;
_regionAgent.Initialize();
// Create the viewer
_regionViewer = new HTMRegionViewer(_regionAgent);
_regionViewer.MdiParent = this.MdiParent;
_regionViewer.Location = new Point(this.Left + this.Width, 20);
_regionViewer.Show();
_isInitialized = true;
structureGroupBox.Enabled = false; // disable the structural parameters
return(true);
}
double _y; // The x-position of the column inside the matrix. Range from 0 to 1.
#endregion Fields
#region Constructors
public HTMColumn(HTMRegionAgent region, int posX, int posY, double x, double y)
{
_region = region;
_posX = posX;
_posY = posY;
_x = x;
_y = y;
_cells = new List<HTMCell>();
for (int i = 0; i < region.CellsPerColumn; i++)
_cells.Add(new HTMCell(this, i));
_proximalSegment = new HTMSegment(null, _region.SegmentActivationThreshold);
_isActive = false;
_overlap = 0;
_boost = 1.0;
_activeDutyCycle = 1.0;
_overlapDutyCycle = 1.0;
}
public HTMColumn(HTMRegionAgent region, int posX, int posY, double x, double y)
{
_region = region;
_posX = posX;
_posY = posY;
_x = x;
_y = y;
_cells = new List <HTMCell>();
for (int i = 0; i < region.CellsPerColumn; i++)
{
_cells.Add(new HTMCell(this, i));
}
_proximalSegment = new HTMSegment(null, _region.SegmentActivationThreshold);
_isActive = false;
_overlap = 0;
_boost = 1.0;
_activeDutyCycle = 1.0;
_overlapDutyCycle = 1.0;
}
public HTMRegionViewer(HTMRegionAgent region)
{
InitializeComponent();
_region = region;
int columnViewersWidth = 150;
_columnsViewers = new HTMColumnsViewer[4];
_columnsViewers[0] = new HTMColumnsViewer(_region, HTMRegionViewerPropertyShowed.ColumnActivation, columnViewersWidth, columnViewersWidth);
_columnsViewers[0].Location = new Point(10, 80);
this.Controls.Add(_columnsViewers[0]);
_columnsViewers[1] = new HTMColumnsViewer(_region, HTMRegionViewerPropertyShowed.DistalSegmentsCount, columnViewersWidth, columnViewersWidth);
_columnsViewers[1].Location = new Point(10 + (columnViewersWidth + 10), 80);
this.Controls.Add(_columnsViewers[1]);
_columnsViewers[2] = new HTMColumnsViewer(_region, HTMRegionViewerPropertyShowed.ColumnOverlap, columnViewersWidth, columnViewersWidth);
_columnsViewers[2].Location = new Point(10 + (columnViewersWidth + 10) * 2, 80);
this.Controls.Add(_columnsViewers[2]);
_columnsViewers[3] = new HTMColumnsViewer(_region, HTMRegionViewerPropertyShowed.ColumnPermanence, columnViewersWidth, columnViewersWidth);
_columnsViewers[3].Location = new Point(10 + (columnViewersWidth + 10) * 3, 80);
this.Controls.Add(_columnsViewers[3]);
int cellsViewersWidth = 250;
int cellsViewersHeight = 250;
_cellsViewers = new HTMCellsViewer[_region.CellsPerColumn];
for (int i = 0; i < _region.CellsPerColumn; i++)
{
_cellsViewers[i] = new HTMCellsViewer(_region, i, cellsViewersWidth, cellsViewersHeight);
_cellsViewers[i].Location = new Point(10 + (cellsViewersWidth + 10) * i, 270);
_cellsViewers[i].Visible = true;
this.Controls.Add(_cellsViewers[i]);
}
this.Width = 10 + (Math.Max(_region.CellsPerColumn, 4) + 1) * columnViewersWidth;
this.Height = 560;
doSpatialLearningCheckBox.Checked = _region.DoSpatialLearning;
doTemporalLearningCheckBox.Checked = _region.DoTemporalLearning;
}
public HTMRegionViewer(HTMRegionAgent region)
{
InitializeComponent();
_region = region;
int columnViewersWidth = 150;
_columnsViewers = new HTMColumnsViewer[4];
_columnsViewers[0] = new HTMColumnsViewer(_region, HTMRegionViewerPropertyShowed.ColumnActivation, columnViewersWidth, columnViewersWidth);
_columnsViewers[0].Location = new Point(10, 80);
this.Controls.Add(_columnsViewers[0]);
_columnsViewers[1] = new HTMColumnsViewer(_region, HTMRegionViewerPropertyShowed.DistalSegmentsCount, columnViewersWidth, columnViewersWidth);
_columnsViewers[1].Location = new Point(10 + (columnViewersWidth + 10), 80);
this.Controls.Add(_columnsViewers[1]);
_columnsViewers[2] = new HTMColumnsViewer(_region, HTMRegionViewerPropertyShowed.ColumnOverlap, columnViewersWidth, columnViewersWidth);
_columnsViewers[2].Location = new Point(10 + (columnViewersWidth + 10) * 2, 80);
this.Controls.Add(_columnsViewers[2]);
_columnsViewers[3] = new HTMColumnsViewer(_region, HTMRegionViewerPropertyShowed.ColumnPermanence, columnViewersWidth, columnViewersWidth);
_columnsViewers[3].Location = new Point(10 + (columnViewersWidth + 10) * 3, 80);
this.Controls.Add(_columnsViewers[3]);
int cellsViewersWidth = 250;
int cellsViewersHeight = 250;
_cellsViewers = new HTMCellsViewer[_region.CellsPerColumn];
for (int i = 0; i < _region.CellsPerColumn; i++)
{
_cellsViewers[i] = new HTMCellsViewer(_region, i, cellsViewersWidth, cellsViewersHeight);
_cellsViewers[i].Location = new Point(10 + (cellsViewersWidth + 10) * i, 270);
_cellsViewers[i].Visible = true;
this.Controls.Add(_cellsViewers[i]);
}
this.Width = 10 + (Math.Max(_region.CellsPerColumn, 4) + 1)* columnViewersWidth;
this.Height = 560;
doSpatialLearningCheckBox.Checked = _region.DoSpatialLearning;
doTemporalLearningCheckBox.Checked = _region.DoTemporalLearning;
}
public bool Initialize()
{
// Network param
int cellsPerColumn;
int minimumOverlap;
int desiredLocalActiviy;
int segmentActivationThreshold;
int minSegmentActivityForLearning;
double proximalSegmentCoverage;
try
{
_regionWidth = int.Parse(regionWidthTextBox.Text);
_regionHeight = int.Parse(regionHeightTextBox.Text);
cellsPerColumn = int.Parse(networkSizeComboBox.Text.Substring(networkSizeComboBox.Text.Length - 1, 1));
minimumOverlap = int.Parse(minimumOverlapTextBox.Text);
desiredLocalActiviy = int.Parse(desiredLocalActivityTextBox.Text);
segmentActivationThreshold = int.Parse(segmentActivationThresholdTextBox.Text);
minSegmentActivityForLearning = int.Parse(segmentActivationThresholdTextBox.Text);
proximalSegmentCoverage = double.Parse(proximalSegmentCoverageTextBox.Text) / 100;
}
catch (Exception exch)
{
_director.Log(exch.ToString());
return false;
}
if (proximalSegmentCoverage < 0 && proximalSegmentCoverage > 1)
{
_director.Log("Proximal segment coverage out of range.");
return false;
}
// Create the network.
_regionAgent = new HTMRegionAgent(_director, _regionWidth, _regionHeight, cellsPerColumn, minimumOverlap, desiredLocalActiviy, segmentActivationThreshold, minSegmentActivityForLearning, proximalSegmentCoverage);
_regionAgent.InputAgent = _inputAgent;
_regionAgent.Initialize();
// Create the viewer
_regionViewer = new HTMRegionViewer(_regionAgent);
_regionViewer.MdiParent = this.MdiParent;
_regionViewer.Location = new Point(this.Left + this.Width, 20);
_regionViewer.Show();
_isInitialized = true;
structureGroupBox.Enabled = false; // disable the structural parameters
return true;
}