|
||||||||||
PREV CLASS NEXT CLASS | FRAMES NO FRAMES | |||||||||
SUMMARY: NESTED | FIELD | CONSTR | METHOD | DETAIL: FIELD | CONSTR | METHOD |
java.lang.Objectorg.joone.engine.SpatialMap
org.joone.engine.GaussianSpatialMap
public class GaussianSpatialMap
This class implements the SpatialMap interface providing a circular spatial map for use with the GaussianLayer and Kohonen Networks. The radius of the circle is equal to the initial Gaussian Size and is reduced if training is currently in process.
Field Summary |
---|
Fields inherited from class org.joone.engine.SpatialMap |
---|
TimeConstant |
Constructor Summary | |
---|---|
GaussianSpatialMap()
Creates a new instance of CircularSpatialMap |
Method Summary | |
---|---|
void |
ApplyNeighborhoodFunction(double[] distances,
double[] n_outs,
boolean isLearning)
Applies the neighborhood strategy based on this spatial maps implementation. |
Methods inherited from class org.joone.engine.SpatialMap |
---|
distanceBetween, extractWinner, getCurrentGaussianSize, getInitialGaussianSize, getMapDepth, getMapHeight, getMapWidth, getOrderingPhase, getTimeConstant, getTotalEpochs, getWinnerX, getWinnerY, getWinnerZ, init, setCurrentGaussianSize, setInitialGaussianSize, setMapDepth, setMapDimensions, setMapHeight, setMapWidth, setOrderingPhase, setTimeConstant, updateCurrentGaussianSize |
Methods inherited from class java.lang.Object |
---|
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
Constructor Detail |
---|
public GaussianSpatialMap()
Method Detail |
---|
public void ApplyNeighborhoodFunction(double[] distances, double[] n_outs, boolean isLearning)
SpatialMap
Applies the neighborhood strategy based on this spatial maps implementation.
ApplyNeighborhoodFunction
in class SpatialMap
distances
- The euclidean distances between input and weights calculated by previous
synapse.n_outs
- The outputs of this spatial maps neighborhood strategy.isLearning
- Is the network in the learning phase.
|
||||||||||
PREV CLASS NEXT CLASS | FRAMES NO FRAMES | |||||||||
SUMMARY: NESTED | FIELD | CONSTR | METHOD | DETAIL: FIELD | CONSTR | METHOD |