org.encog.neural.flat

Class FlatLayer

java.lang.Object

org.encog.neural.flat.FlatLayer

Direct Known Subclasses:

BasicLayer

public class FlatLayer
extends java.lang.Object

Used to configure a flat layer. Flat layers are not kept by a Flat Network, beyond setup.

Constructor Summary

Constructors

Constructor and Description
FlatLayer() Do not use this constructor.
FlatLayer(ActivationFunction activation, int count, double biasActivation) Construct a flat layer.
FlatLayer(ActivationFunction activation, int count, double biasActivation, double dropoutRate)

Method Summary

Modifier and Type	Method and Description
ActivationFunction	getActivation()
double	getBiasActivation()
int	getContextCount()
FlatLayer	getContextFedBy()
int	getCount()
double	getDropoutRate()
int	getTotalCount()
boolean	hasBias()
void	setActivation(ActivationFunction activation)
void	setBiasActivation(double a) Set the bias activation.
void	setContextFedBy(FlatLayer from) Set the layer that this layer's context is fed by.
void	setDropoutRate(double dropoutRate)
java.lang.String	toString()

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

FlatLayer

public FlatLayer()

Do not use this constructor. This was added to support serialization.

FlatLayer

public FlatLayer(ActivationFunction activation,
                 int count,
                 double biasActivation)

Construct a flat layer.

Parameters:

activation - The activation function.

count - The neuron count.

biasActivation - The bias activation.

FlatLayer

public FlatLayer(ActivationFunction activation,
                 int count,
                 double biasActivation,
                 double dropoutRate)

Method Detail

getActivation

public ActivationFunction getActivation()

Returns:

the activation

getBiasActivation

public double getBiasActivation()

Returns:

Get the bias activation.

getContextCount

public int getContextCount()

Returns:

The number of neurons our context is fed by.

getContextFedBy

public FlatLayer getContextFedBy()

Returns:

The layer that feeds this layer's context.

getCount

public int getCount()

Returns:

the count

getTotalCount

public int getTotalCount()

Returns:

The total number of neurons on this layer, includes context, bias and regular.

hasBias

public boolean hasBias()

Returns:

the bias

setActivation

public void setActivation(ActivationFunction activation)

Parameters:

activation - the activation to set

setBiasActivation

public void setBiasActivation(double a)

Set the bias activation.

Parameters:

a - The bias activation.

setContextFedBy

public void setContextFedBy(FlatLayer from)

Set the layer that this layer's context is fed by.

Parameters:

from - The layer feeding.

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object

getDropoutRate

public double getDropoutRate()

setDropoutRate

public void setDropoutRate(double dropoutRate)