org.neuroph.nnet.comp.neuron

Class InputOutputNeuron

java.lang.Object

org.neuroph.core.Neuron

org.neuroph.nnet.comp.neuron.InputOutputNeuron

All Implemented Interfaces:

Serializable, Cloneable

public class InputOutputNeuron
extends Neuron

Provides behaviour specific for neurons which act as input and the output neurons within the same layer. For example in Hopfield network and BAM.

Author:

Zoran Sevarac

See Also:

Serialized Form

Field Summary

Fields inherited from class org.neuroph.core.Neuron

delta, inputConnections, inputFunction, outConnections, output, parentLayer, totalInput, transferFunction

Constructor Summary

Constructors

Constructor and Description
InputOutputNeuron() Creates an instance of neuron for Hopfield network
InputOutputNeuron(InputFunction inFunc, TransferFunction transFunc) Creates an instance of neuron for Hopfield network with specified input and transfer functions

Method Summary

Modifier and Type	Method and Description
void	calculate() Calculates neuron output
double	getBias() Returns bias value for this neuron
void	setBias(double bias) Sets bias value for this neuron
void	setInput(double input) Sets total net input for this cell

Methods inherited from class org.neuroph.core.Neuron

addInputConnection, addInputConnection, addInputConnection, addOutputConnection, clone, getConnectionFrom, getDelta, getInputConnections, getInputFunction, getLabel, getNetInput, getOutConnections, getOutput, getParentLayer, getTransferFunction, getWeights, hasInputConnectionFrom, hasInputConnections, hasOutputConnectionTo, initializeWeights, removeAllConnections, removeAllInputConnections, removeAllOutputConnections, removeInputConnection, removeInputConnectionFrom, removeOutputConnection, removeOutputConnectionTo, reset, setDelta, setInputFunction, setLabel, setOutput, setParentLayer, setTransferFunction

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

InputOutputNeuron

public InputOutputNeuron()

Creates an instance of neuron for Hopfield network

InputOutputNeuron

public InputOutputNeuron(InputFunction inFunc,
                         TransferFunction transFunc)

Creates an instance of neuron for Hopfield network with specified input and transfer functions

Parameters:

inFunc - neuron input function

transFunc - neuron transfer function

Method Detail

setInput

public void setInput(double input)

Sets total net input for this cell

Overrides:

setInput in class Neuron

Parameters:

input - input value

getBias

public double getBias()

Returns bias value for this neuron

Returns:

bias value for this neuron

setBias

public void setBias(double bias)

Sets bias value for this neuron

Parameters:

bias - bias value for this neuron

calculate

public void calculate()

Calculates neuron output

Overrides:

calculate in class Neuron