aima.learning.statistics
Class Neuron

java.lang.Object
  aima.learning.statistics.Neuron

public class Neuron
extends java.lang.Object

Constructor Summary

Neuron()

Neuron(double bias)

Neuron(double bias, ActivationFunction activationFunction)

Method Summary

void	acceptAsInput(double d)
double	activation()
double	bias()
void	connectTo(Neuron n, double d)
double	error(double value)
ActivationFunction	getActivationFuncton()
java.util.List<Link>	inLinks()
double	netInput()
java.util.List<Link>	outLinks()
void	setBias(double bias)
void	update()
java.util.List<java.lang.Double>	weights()

Methods inherited from class java.lang.Object

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

Constructor Detail

Neuron

public Neuron()

Neuron

public Neuron(double bias)

Neuron

public Neuron(double bias,
              ActivationFunction activationFunction)

Method Detail

bias

public double bias()

error

public double error(double value)

netInput

public double netInput()

activation

public double activation()

update

public void update()

inLinks

public java.util.List<Link> inLinks()

outLinks

public java.util.List<Link> outLinks()

connectTo

public void connectTo(Neuron n,
                      double d)

weights

public java.util.List<java.lang.Double> weights()

acceptAsInput

public void acceptAsInput(double d)

getActivationFuncton

public ActivationFunction getActivationFuncton()

Returns:

Returns the activationFuncton.

setBias

public void setBias(double bias)