org.neuroph.nnet.comp.neuron

Class BiasNeuron

java.lang.Object

org.neuroph.core.Neuron

org.neuroph.nnet.comp.neuron.BiasNeuron

All Implemented Interfaces:

Serializable, Cloneable

public class BiasNeuron
extends Neuron

Neuron with constant high output (1), used as bias

Author:

Zoran Sevarac

See Also:

Neuron, 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
BiasNeuron() Creates an instance of BiasedNeuron.

Method Summary

Modifier and Type	Method and Description
void	addInputConnection(Connection connection) Adds the specified input connection
void	addInputConnection(Neuron fromNeuron) Adds input connection from specified neuron.
void	addInputConnection(Neuron fromNeuron, double weightVal) Adds input connection with the given weight, from given neuron
void	calculate() Calculates neuron's output

Methods inherited from class org.neuroph.core.Neuron

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, setInput, setInputFunction, setLabel, setOutput, setParentLayer, setTransferFunction

Methods inherited from class java.lang.Object

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

Constructor Detail

BiasNeuron

public BiasNeuron()

Creates an instance of BiasedNeuron.

Method Detail

calculate

public void calculate()

Description copied from class: Neuron

Calculates neuron's output

Overrides:

calculate in class Neuron

addInputConnection

public void addInputConnection(Connection connection)

Description copied from class: Neuron

Adds the specified input connection

Overrides:

addInputConnection in class Neuron

Parameters:

connection - input connection to add

addInputConnection

public void addInputConnection(Neuron fromNeuron,
                               double weightVal)

Description copied from class: Neuron

Adds input connection with the given weight, from given neuron

Overrides:

addInputConnection in class Neuron

Parameters:

fromNeuron - neuron to connect from

weightVal - connection weight value

addInputConnection

public void addInputConnection(Neuron fromNeuron)

Description copied from class: Neuron

Adds input connection from specified neuron.

Overrides:

addInputConnection in class Neuron

Parameters:

fromNeuron - neuron to connect from