Uses of Interface
org.encog.engine.network.activation.ActivationFunction

Packages that use ActivationFunction

org.encog.engine.network.activation
org.encog.engine.network.flat
org.encog.neural.data.market
org.encog.neural.data.temporal
org.encog.neural.networks.layers
org.encog.neural.networks.synapse.neat
org.encog.neural.networks.training.neat
org.encog.neural.pattern
org.encog.persist.persistors

Uses of ActivationFunction in org.encog.engine.network.activation

Classes in org.encog.engine.network.activation that implement ActivationFunction

class	ActivationBiPolar BiPolar activation function.
class	ActivationCompetitive An activation function that only allows a specified number, usually one, of the out-bound connection to win.
class	ActivationGaussian An activation function based on the gaussian function.
class	ActivationLinear The Linear layer is really not an activation function at all.
class	ActivationLOG An activation function based on the logarithm function.
class	ActivationRamp A ramp activation function.
class	ActivationSigmoid The sigmoid activation function takes on a sigmoidal shape.
class	ActivationSIN An activation function based on the sin function.
class	ActivationSoftMax The softmax activation function.
class	ActivationStep The step activation function is a very simple activation function.
class	ActivationTANH The hyperbolic tangent activation function takes the curved shape of the hyperbolic tangent.

Methods in org.encog.engine.network.activation that return ActivationFunction

ActivationFunction	ActivationTANH.clone()
ActivationFunction	ActivationStep.clone()
ActivationFunction	ActivationSoftMax.clone()
ActivationFunction	ActivationSIN.clone()
ActivationFunction	ActivationSigmoid.clone()
ActivationFunction	ActivationRamp.clone() Clone the object.
ActivationFunction	ActivationLOG.clone()
ActivationFunction	ActivationLinear.clone()
ActivationFunction	ActivationGaussian.clone()
ActivationFunction	ActivationFunction.clone()
ActivationFunction	ActivationCompetitive.clone()
ActivationFunction	ActivationBiPolar.clone()

Uses of ActivationFunction in org.encog.engine.network.flat

Methods in org.encog.engine.network.flat that return ActivationFunction

ActivationFunction	FlatLayer.getActivation()
ActivationFunction[]	FlatNetwork.getActivationFunctions()

Constructors in org.encog.engine.network.flat with parameters of type ActivationFunction

FlatLayer(ActivationFunction activation, int count, double biasActivation, double[] params)
Construct a flat layer.

Uses of ActivationFunction in org.encog.neural.data.market

Constructors in org.encog.neural.data.market with parameters of type ActivationFunction

MarketDataDescription(TickerSymbol ticker, MarketDataType dataType, TemporalDataDescription.Type type, ActivationFunction activationFunction, boolean input, boolean predict)
Construct a MarketDataDescription item.

Uses of ActivationFunction in org.encog.neural.data.temporal

Methods in org.encog.neural.data.temporal that return ActivationFunction

ActivationFunction

TemporalDataDescription.getActivationFunction()

Constructors in org.encog.neural.data.temporal with parameters of type ActivationFunction

TemporalDataDescription(ActivationFunction activationFunction, double low, double high, TemporalDataDescription.Type type, boolean input, boolean predict)
Construct a data description item.

TemporalDataDescription(ActivationFunction activationFunction, TemporalDataDescription.Type type, boolean input, boolean predict)
Construct a data description with an activation function, but no range.

Uses of ActivationFunction in org.encog.neural.networks.layers

Methods in org.encog.neural.networks.layers that return ActivationFunction

ActivationFunction	Layer.getActivationFunction()
ActivationFunction	BasicLayer.getActivationFunction()

Methods in org.encog.neural.networks.layers with parameters of type ActivationFunction

void	Layer.setActivationFunction(ActivationFunction activationFunction) Set a new activation function for this layer.
void	BasicLayer.setActivationFunction(ActivationFunction f) Set the activation function for this layer.

Constructors in org.encog.neural.networks.layers with parameters of type ActivationFunction

BasicLayer(ActivationFunction activationFunction, boolean hasBias, int neuronCount)
Construct this layer with a non-default activation function, also determine if a bias is desired or not.

ContextLayer(ActivationFunction activationFunction, int neuronCount)
Construct a context layer with the parameters specified.

Uses of ActivationFunction in org.encog.neural.networks.synapse.neat

Methods in org.encog.neural.networks.synapse.neat that return ActivationFunction

ActivationFunction

NEATSynapse.getActivationFunction()

Methods in org.encog.neural.networks.synapse.neat with parameters of type ActivationFunction

void	NEATSynapse.setActivationFunction(ActivationFunction activationFunction) Set the activation function.

Constructors in org.encog.neural.networks.synapse.neat with parameters of type ActivationFunction

NEATSynapse(BasicLayer fromLayer, BasicLayer toLayer, List<NEATNeuron> neurons, ActivationFunction activationFunction, int networkDepth)
Construct a NEAT synapse.

Uses of ActivationFunction in org.encog.neural.networks.training.neat

Methods in org.encog.neural.networks.training.neat that return ActivationFunction

ActivationFunction	NEATTraining.getNeatActivationFunction()
ActivationFunction	NEATTraining.getOutputActivationFunction()

Methods in org.encog.neural.networks.training.neat with parameters of type ActivationFunction

void	NEATTraining.setNeatActivationFunction(ActivationFunction neatActivationFunction) Set the NEAT activation, used by the NEAT neurons.
void	NEATTraining.setOutputActivationFunction(ActivationFunction outputActivationFunction) Set the activatoin function for the Encog output layer.

Uses of ActivationFunction in org.encog.neural.pattern

Methods in org.encog.neural.pattern with parameters of type ActivationFunction

void	SVMPattern.setActivationFunction(ActivationFunction activation) Not used, the BAM uses a bipoloar activation function.
void	SOMPattern.setActivationFunction(ActivationFunction activation) Set the activation function.
void	RSOMPattern.setActivationFunction(ActivationFunction activation) Set the activation function.
void	RadialBasisPattern.setActivationFunction(ActivationFunction activation) Set the activation function, this is an error.
void	NeuralNetworkPattern.setActivationFunction(ActivationFunction activation) Set the activation function to be used for all created layers that allow an activation function to be specified.
void	NEATPattern.setActivationFunction(ActivationFunction activation) Set the activation function to use on the output layer.
void	JordanPattern.setActivationFunction(ActivationFunction activation) Set the activation function to use on each of the layers.
void	HopfieldPattern.setActivationFunction(ActivationFunction activation) Set the activation function to use.
void	FeedForwardPattern.setActivationFunction(ActivationFunction activation) Set the activation function to use on each of the layers.
void	ElmanPattern.setActivationFunction(ActivationFunction activation) Set the activation function to use on each of the layers.
void	CPNPattern.setActivationFunction(ActivationFunction activation) This method will throw an error.
void	BoltzmannPattern.setActivationFunction(ActivationFunction activation) Not used, will throw an exception.
void	BAMPattern.setActivationFunction(ActivationFunction activation) Not used, the BAM uses a bipoloar activation function.
void	ART1Pattern.setActivationFunction(ActivationFunction activation) This method will throw an error, you can't set the activation function for an ART1.
void	ADALINEPattern.setActivationFunction(ActivationFunction activation) Not used, ADALINE does not use custom activation functions.
void	NEATPattern.setNEATActivationFunction(ActivationFunction activation) Set the activation function to use on the NEAT neurons.

Uses of ActivationFunction in org.encog.persist.persistors

Methods in org.encog.persist.persistors that return ActivationFunction

static ActivationFunction

BasicLayerPersistor.loadActivation(String type, ReadXML in)

Methods in org.encog.persist.persistors with parameters of type ActivationFunction

static void

BasicLayerPersistor.saveActivationFunction(ActivationFunction activationFunction, WriteXML out)