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

Packages that use ActivationFunction

org.encog.engine.network.activation
org.encog.ml.data.market
org.encog.ml.data.temporal
org.encog.ml.factory
org.encog.neural.flat
org.encog.neural.neat
org.encog.neural.networks
org.encog.neural.networks.layers
org.encog.neural.pattern
org.encog.persist
org.encog.plugin
org.encog.plugin.system

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	ActivationBipolarSteepenedSigmoid The bipolar sigmoid activation function is like the regular sigmoid activation function, except Bipolar sigmoid activation function.
class	ActivationClippedLinear Linear activation function that bounds the output to [-1,+1].
class	ActivationCompetitive An activation function that only allows a specified number, usually one, of the out-bound connection to win.
class	ActivationElliott Computationally efficient alternative to ActivationSigmoid.
class	ActivationElliottSymmetric Computationally efficient alternative to ActivationTANH.
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, with a double period.
class	ActivationSoftMax The softmax activation function.
class	ActivationSteepenedSigmoid The Steepened Sigmoid is an activation function typically used with NEAT.
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	ActivationGaussian.clone()
ActivationFunction	ActivationBiPolar.clone()
ActivationFunction	ActivationRamp.clone() Clone the object.
ActivationFunction	ActivationSteepenedSigmoid.clone()
ActivationFunction	ActivationSoftMax.clone()
ActivationFunction	ActivationLOG.clone()
ActivationFunction	ActivationTANH.clone()
ActivationFunction	ActivationLinear.clone()
ActivationFunction	ActivationStep.clone()
ActivationFunction	ActivationClippedLinear.clone()
ActivationFunction	ActivationElliott.clone()
ActivationFunction	ActivationFunction.clone()
ActivationFunction	ActivationSIN.clone()
ActivationFunction	ActivationCompetitive.clone()
ActivationFunction	ActivationBipolarSteepenedSigmoid.clone()
ActivationFunction	ActivationElliottSymmetric.clone()
ActivationFunction	ActivationSigmoid.clone()

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

Constructors in org.encog.ml.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.ml.data.temporal

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

ActivationFunction

TemporalDataDescription.getActivationFunction()

Constructors in org.encog.ml.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.ml.factory

Methods in org.encog.ml.factory that return ActivationFunction

ActivationFunction

MLActivationFactory.create(String fn)

Uses of ActivationFunction in org.encog.neural.flat

Methods in org.encog.neural.flat that return ActivationFunction

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

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

void	FlatLayer.setActivation(ActivationFunction activation)
void	FlatNetwork.setActivationFunctions(ActivationFunction[] af) Set the activation functions.

Constructors in org.encog.neural.flat with parameters of type ActivationFunction

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

Uses of ActivationFunction in org.encog.neural.neat

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

ActivationFunction	NEATNetwork.getActivationFunction()
ActivationFunction	NEATPopulation.getNeatActivationFunction()

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

void	NEATNetwork.setActivationFunction(ActivationFunction activationFunction) Set the activation function.
void	NEATPopulation.setNeatActivationFunction(ActivationFunction neatActivationFunction)

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

NEATNetwork(int inputCount, int outputCount, List<NEATNeuron> neurons, ActivationFunction activationFunction, int networkDepth)
Construct a NEAT synapse.

Uses of ActivationFunction in org.encog.neural.networks

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

ActivationFunction

BasicNetwork.getActivation(int layer) Get the activation function for the specified layer.

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.setActivation(ActivationFunction activation) Set the activation function.

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.

Uses of ActivationFunction in org.encog.neural.pattern

Methods in org.encog.neural.pattern that return ActivationFunction

ActivationFunction

FeedForwardPattern.getActivationOutput()

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

void	FeedForwardPattern.setActivationFunction(ActivationFunction activation) Set the activation function to use on each of the layers.
void	RadialBasisPattern.setActivationFunction(ActivationFunction activation) Set the activation function, this is an error.
void	JordanPattern.setActivationFunction(ActivationFunction activation) Set the activation function to use on each of the layers.
void	SVMPattern.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	BoltzmannPattern.setActivationFunction(ActivationFunction activation) Not used, will throw an exception.
void	HopfieldPattern.setActivationFunction(ActivationFunction activation) Set the activation function to use.
void	ElmanPattern.setActivationFunction(ActivationFunction activation) Set the activation function to use on each of the layers.
void	BAMPattern.setActivationFunction(ActivationFunction activation) Not used, the BAM uses a bipoloar activation function.
void	SOMPattern.setActivationFunction(ActivationFunction activation) Set the activation function.
void	PNNPattern.setActivationFunction(ActivationFunction activation) Set the activation function.
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	CPNPattern.setActivationFunction(ActivationFunction activation) This method will throw an error.
void	FeedForwardPattern.setActivationOutput(ActivationFunction activationOutput)

Uses of ActivationFunction in org.encog.persist

Methods in org.encog.persist that return ActivationFunction

static ActivationFunction

EncogFileSection.parseActivationFunction(Map<String,String> params, String name) Parse an activation function from a string.

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

void	EncogWriteHelper.writeProperty(String name, ActivationFunction act) Write a property as an activation function.

Uses of ActivationFunction in org.encog.plugin

Methods in org.encog.plugin that return ActivationFunction

ActivationFunction

EncogPluginService1.createActivationFunction(String name) Create an activation function.

Uses of ActivationFunction in org.encog.plugin.system

Methods in org.encog.plugin.system that return ActivationFunction

ActivationFunction	SystemTrainingPlugin.createActivationFunction(String name) This plugin does not support activation functions, so it will always return null.
ActivationFunction	SystemActivationPlugin.createActivationFunction(String fn) Create an activation function.
ActivationFunction	SystemMethodsPlugin.createActivationFunction(String name) Create an activation function.