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Class BrainWave.BackProp.BPUnit

java.lang.Object
   |
   +----java.awt.Component
           |
           +----BrainWave.BWObject
                   |
                   +----BrainWave.Unit
                           |
                           +----BrainWave.BackProp.BPUnit
public class BPUnit
extends Unit
Backpropagation unit.

Implements the sigmoid activation rule. That is:

Activation = 1/(1+exp(-(NetInput + Bias)))

Version:
2.0
Author:
Simon Dennis

Constructor Index

o BPUnit()

Method Index

o actionPerformed(ActionEvent)
o getBed()
o getBias()
o getDbias()
o getDelta()
o getError()
o getLearningRate()
o getMomentum()
o setBed(double)
o setBias(double)
o setDbias(double)
o setDelta(double)
o setError(double)
o setLearningRate(double)
o setMomentum(double)
o setupMenu()
o updateActivation()
o updateDelta()

Constructors

o BPUnit 
 public BPUnit()

Methods

o setLearningRate 
 public void setLearningRate(double d)
o getLearningRate 
 public double getLearningRate()
o setMomentum 
 public void setMomentum(double d)
o getMomentum 
 public double getMomentum()
o setBed 
 public void setBed(double d)
o getBed 
 public double getBed()
o setDbias 
 public void setDbias(double d)
o getDbias 
 public double getDbias()
o setBias 
 public void setBias(double d)
o getBias 
 public double getBias()
o setError 
 public void setError(double d)
o getError 
 public double getError()
o setDelta 
 public void setDelta(double d)
o getDelta 
 public double getDelta()
o updateActivation 
 public void updateActivation()
Overrides:
updateActivation in class Unit
o updateDelta 
 public void updateDelta()
o setupMenu 
 public void setupMenu()
Overrides:
setupMenu in class Unit
o actionPerformed 
 public void actionPerformed(ActionEvent evt)
Overrides:
actionPerformed in class Unit
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