Package databionics.esom.grid

ESOM grids: A grid holds the prototype vector and defines the map space topology by the function findNeighbors.

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          Description

Class Summary
CircularGrid1D One dimensional circle of neurons
Grid Abstract base class for a grid structure.
Grid1D One dimensional line of neurons
MatrixGrid Abstract base class for all grid structures that can store the weight vectors in a 2D matrix.
PlanarEuclideanGrid Planar grid with euclidean distance.
PlanarGrid Planar grid.
PlanarManhattanGrid Planar grid with manhattan distance.
PlanarMaxGrid Planar grid with maximum distance.
RectangularGrid Abstract base class for all grid structures with a rectangular shaped grid.
ToroidEuclideanGrid Toroid grid with euclidean distance.
ToroidGrid Toroid grid.
ToroidManhattanGrid Toroid grid with manhattan distance.
ToroidMaxGrid Toroid grid with maximum distance.
ToroidRectangularGrid Abstract base class for all toroid grid structures with a rectangular shaped grid.
 

Package databionics.esom.grid Description

ESOM grids: A grid holds the prototype vector and defines the map space topology by the function findNeighbors. We implemented 1D and 2D grids with various topologies. Possible extensions of this package include hexagonal grids, spherical grids, and 3D grids.



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