HiddenLayerNeuronBehaviour (ANN4j)

java.lang.Object

ann4j.HiddenLayerNeuronBehaviour

All Implemented Interfaces:: NeuronBehaviour

public class HiddenLayerNeuronBehaviour extends Object implements NeuronBehaviour

Method Summary

Modifier and Type

Method

Description

static HiddenLayerNeuronBehaviour

getInstance()

The function returns an instance of the class if one exists, otherwise it creates a new instance and returns it

void

relevancePropagate(Neuron neuron)

This function propagates the relevance from the output layer to the input layer

double

setDelta(Neuron i)

This function sets the delta value of the neuron

Methods inherited from class java.lang.Object
clone, equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Details
- getInstance
  
  public static HiddenLayerNeuronBehaviour getInstance()
  
  The function returns an instance of the class if one exists, otherwise it creates a new instance and returns it
  
  Returns:
  
  The instance of the HiddenLayerNeuronBehaviour class.
- setDelta
  
  public double setDelta(Neuron i)
  
  Description copied from interface: NeuronBehaviour
  
  This function sets the delta value of the neuron
  
  Specified by:
  
  setDelta in interface NeuronBehaviour
  
  Parameters:
  
  i - The neuron that we are calculating the delta for.
  
  Returns:
  
  The delta value of the neuron.
- relevancePropagate
  
  public void relevancePropagate(Neuron neuron)
  
  Description copied from interface: NeuronBehaviour
  
  This function propagates the relevance from the output layer to the input layer
  
  Specified by:
  
  relevancePropagate in interface NeuronBehaviour
  
  Parameters:
  
  neuron - The neuron that is being propagated.