aima.learning.neural
Class Perceptron

java.lang.Object
  aima.learning.neural.Perceptron

All Implemented Interfaces:

FunctionApproximator

public class Perceptron
extends java.lang.Object
implements FunctionApproximator

Constructor Summary

Perceptron(int numberOfNeurons, int numberOfInputs)

Method Summary

Vector	predict(NNExample nne)
void	processError(Vector error)
Vector	processInput(Vector input)
int[]	testOnDataSet(NNDataSet nnds)
void	trainOn(NNDataSet innds, int numberofEpochs)

Methods inherited from class java.lang.Object

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

Constructor Detail

Perceptron

public Perceptron(int numberOfNeurons,
                  int numberOfInputs)

Method Detail

processInput

public Vector processInput(Vector input)

Specified by:

processInput in interface FunctionApproximator

processError

public void processError(Vector error)

Specified by:

processError in interface FunctionApproximator

trainOn

public void trainOn(NNDataSet innds,
                    int numberofEpochs)

predict

public Vector predict(NNExample nne)

testOnDataSet

public int[] testOnDataSet(NNDataSet nnds)