Package gov.nih.mipav.model.algorithms

Class Backpropagation.Neuron

java.lang.Object

gov.nih.mipav.model.algorithms.Backpropagation.Neuron

Enclosing class:

Backpropagation

class Backpropagation.Neuron
extends Object

Field Summary

Fields

Modifier and Type	Field	Description
private HashMap<Integer,Backpropagation.Connection>	connectionLookup
private ArrayList<Backpropagation.Connection>	connections
(package private) final int	id
private double	output

Constructor Summary

Constructors

Constructor	Description
Neuron()

Method Summary

Modifier and Type	Method	Description
(package private) void	addConnections(Backpropagation.Neuron[] neurons)
(package private) void	addConnections(ArrayList<Backpropagation.Neuron> neurons)
(package private) void	calculateOutput()
(package private) ArrayList<Backpropagation.Connection>	getAllConnections()
(package private) Backpropagation.Connection	getConnection(int neuronIndex)
(package private) double	getOutput()
(package private) void	setOutput(double o)
private double	sigmoid(double x)

Methods inherited from class java.lang.Object

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

Field Details

id

final int id

output

private double output

connections

private ArrayList<Backpropagation.Connection> connections

connectionLookup

private HashMap<Integer,Backpropagation.Connection> connectionLookup

Constructor Details

Neuron

Neuron()

Method Details

calculateOutput

void calculateOutput()

sigmoid

private double sigmoid(double x)

addConnections

void addConnections(ArrayList<Backpropagation.Neuron> neurons)

addConnections

void addConnections(Backpropagation.Neuron[] neurons)

getConnection

Backpropagation.Connection getConnection(int neuronIndex)

getAllConnections

ArrayList<Backpropagation.Connection> getAllConnections()

getOutput

double getOutput()

setOutput

void setOutput(double o)