Neuroph

Uses of Class
org.neuroph.util.TransferFunctionType

Packages that use TransferFunctionType
org.neuroph.contrib.imgrec Provides classes for image recognition with neural networks. 
org.neuroph.contrib.ocr Provides classes for ocr with neural networks. 
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.contrib.imgrec
 

Methods in org.neuroph.contrib.imgrec with parameters of type TransferFunctionType
static NeuralNetwork ImageRecognitionHelper.createNewNeuralNetwork(java.lang.String label, java.awt.Dimension samplingResolution, ColorMode colorMode, java.util.List<java.lang.String> imageLabels, java.util.Vector<java.lang.Integer> layersNeuronsCount, TransferFunctionType transferFunctionType)
          Creates and returns new neural network for image recognition.
 

Uses of TransferFunctionType in org.neuroph.contrib.ocr
 

Methods in org.neuroph.contrib.ocr with parameters of type TransferFunctionType
static NeuralNetwork OcrHelper.createNewNeuralNetwork(java.lang.String label, java.awt.Dimension samplingResolution, ColorMode colorMode, java.util.List<java.lang.String> characterLabels, java.util.Vector<java.lang.Integer> layersNeuronsCount, TransferFunctionType transferFunctionType)
          Creates neural network for OCR, which contains OCR plugin.
 

Uses of TransferFunctionType in org.neuroph.nnet
 

Constructors in org.neuroph.nnet with parameters of type TransferFunctionType
MultiLayerPerceptron(TransferFunctionType transferFunctionType, int... neuronsInLayers)
           
MultiLayerPerceptron(java.util.Vector<java.lang.Integer> neuronsInLayers, TransferFunctionType transferFunctionType)
           
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(java.lang.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(java.lang.String layersStr, TransferFunctionType transferFunctionType)
          Creates and returns a new instance of Multi Layer Perceptron
static MultiLayerPerceptron NeuralNetworkFactory.createMLPerceptron(java.lang.String layersStr, TransferFunctionType transferFunctionType, java.lang.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, java.lang.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(TransferFunctionType transferFunctionType)
           
NeuronProperties(TransferFunctionType transferFunctionType, boolean useBias)
           
NeuronProperties(WeightsFunctionType weightsFunctionType, SummingFunctionType summingFunctionType, TransferFunctionType transferFunctionType)
           
 


Neuroph