JMSLTM Numerical Library 5.0.1

com.imsl.datamining.neural
Class OutputLayer

java.lang.Object
  extended by com.imsl.datamining.neural.Layer
      extended by com.imsl.datamining.neural.OutputLayer
All Implemented Interfaces:
Serializable

public class OutputLayer
extends Layer

Output layer in a neural network. An empty OutputLayer is automatically created by FeedForwardNetwork.

See Also:
Network, Serialized Form

Field Summary
static long serialVersionUID
           
 
Method Summary
 Perceptron createPerceptron()
          Creates a Perceptron in this Layer of the neural network.
 Perceptron createPerceptron(Activation activation, double bias)
          Creates a Perceptron in this Layer with a specified Activation and bias.
 Perceptron[] createPerceptrons(int n)
          Creates a number of Perceptrons in this Layer of the neural network.
 Perceptron[] createPerceptrons(int n, Activation activation, double bias)
          Creates a number of Perceptrons in this Layer with specified activation and bias.
 Node[] getNodes()
          Return the Perceptrons in the OutputLayer.
 
Methods inherited from class com.imsl.datamining.neural.Layer
addNode, getIndex
 
Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
 

Field Detail

serialVersionUID

public static final long serialVersionUID
See Also:
Constant Field Values
Method Detail

createPerceptron

public Perceptron createPerceptron()
Creates a Perceptron in this Layer of the neural network. By default, the created Perceptron uses the linear activation function and has an initial bias value of zero.


createPerceptron

public Perceptron createPerceptron(Activation activation,
                                   double bias)
Creates a Perceptron in this Layer with a specified Activation and bias.

Parameters:
activation - The Activation object which specifies the action function to be used.
bias - A double which specifies the initial value for the bias for this Perceptron.

createPerceptrons

public Perceptron[] createPerceptrons(int n)
Creates a number of Perceptrons in this Layer of the neural network. By default, they will use linear activation and a zero initial bias.

Parameters:
n - An int which specifies the number of Perceptrons to be created in this layer.
Returns:
An array containing the created Perceptrons.

createPerceptrons

public Perceptron[] createPerceptrons(int n,
                                      Activation activation,
                                      double bias)
Creates a number of Perceptrons in this Layer with specified activation and bias.

Parameters:
n - An int which specifies the number of Perceptrons to be created.
activation - The Activation object which indicates the action function to be used.
bias - A double which specifies the initial bias for the Perceptrons.
Returns:
An array containing the created Perceptrons.

getNodes

public Node[] getNodes()
Return the Perceptrons in the OutputLayer.

This method overides the method in Layer to return the Perceptrons in an OutputPerceptron array.

Overrides:
getNodes in class Layer
Returns:
An OutputPerceptron[] array containing the Nodes in the OutputLayer.

JMSLTM Numerical Library 5.0.1

Copyright © 1970-2008 Visual Numerics, Inc.
Built July 8 2008.