|
||||||||||
PREV NEXT | FRAMES NO FRAMES |
Packages that use TransferFunctionType | |
---|---|
org.neuroph.nnet | Provides out-of-the-box neural networks |
org.neuroph.util | Provides various utility classes for creating neural networks, type codes, parsing vectors, etc. |
Uses of TransferFunctionType in org.neuroph.nnet |
---|
Constructors in org.neuroph.nnet with parameters of type TransferFunctionType | |
---|---|
MultiLayerPerceptron(List<Integer> neuronsInLayers,
TransferFunctionType transferFunctionType)
|
|
MultiLayerPerceptron(TransferFunctionType transferFunctionType,
int... neuronsInLayers)
|
|
Perceptron(int inputNeuronsCount,
int outputNeuronsCount,
TransferFunctionType transferFunctionType)
Creates new Perceptron with specified number of neurons in input and output layer, and specified transfer function |
|
SupervisedHebbianNetwork(int inputNeuronsNum,
int outputNeuronsNum,
TransferFunctionType transferFunctionType)
Creates an instance of Supervised Hebbian Network with specified number of neurons in input layer and output layer, and transfer function |
|
UnsupervisedHebbianNetwork(int inputNeuronsNum,
int outputNeuronsNum,
TransferFunctionType transferFunctionType)
Creates an instance of Unsuervised Hebian net with specified number of neurons in input layer and output layer, and transfer function |
Uses of TransferFunctionType in org.neuroph.util |
---|
Methods in org.neuroph.util that return TransferFunctionType | |
---|---|
static TransferFunctionType |
TransferFunctionType.valueOf(String name)
Returns the enum constant of this type with the specified name. |
static TransferFunctionType[] |
TransferFunctionType.values()
Returns an array containing the constants of this enum type, in the order they are declared. |
Methods in org.neuroph.util with parameters of type TransferFunctionType | |
---|---|
static Layer |
LayerFactory.createLayer(int neuronsCount,
TransferFunctionType transferFunctionType)
|
static MultiLayerPerceptron |
NeuralNetworkFactory.createMLPerceptron(String layersStr,
TransferFunctionType transferFunctionType)
Creates and returns a new instance of Multi Layer Perceptron |
static MultiLayerPerceptron |
NeuralNetworkFactory.createMLPerceptron(String layersStr,
TransferFunctionType transferFunctionType,
Class learningRule,
boolean useBias,
boolean connectIO)
Creates and returns a new instance of Multi Layer Perceptron |
static Perceptron |
NeuralNetworkFactory.createPerceptron(int inputNeuronsCount,
int outputNeuronsCount,
TransferFunctionType transferFunctionType)
Creates and returns a new instance of Perceptron network |
static Perceptron |
NeuralNetworkFactory.createPerceptron(int inputNeuronsCount,
int outputNeuronsCount,
TransferFunctionType transferFunctionType,
Class learningRule)
Creates and returns a new instance of Perceptron network |
static SupervisedHebbianNetwork |
NeuralNetworkFactory.createSupervisedHebbian(int inputNeuronsCount,
int outputNeuronsCount,
TransferFunctionType transferFunctionType)
Creates and returns a new instance of Hebbian network |
static UnsupervisedHebbianNetwork |
NeuralNetworkFactory.createUnsupervisedHebbian(int inputNeuronsCount,
int outputNeuronsCount,
TransferFunctionType transferFunctionType)
Creates and returns a new instance of Unsupervised Hebbian Network |
Constructors in org.neuroph.util with parameters of type TransferFunctionType | |
---|---|
NeuronProperties(Class<? extends Neuron> neuronClass,
TransferFunctionType transferFunctionType)
|
|
NeuronProperties(TransferFunctionType transferFunctionType,
boolean useBias)
|
|
||||||||||
PREV NEXT | FRAMES NO FRAMES |