|
||||||||||
PREV NEXT | FRAMES NO FRAMES |
Package org.neuroph.core |
---|
Class org.neuroph.core.Connection extends Object implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
Neuron fromNeuron
Neuron toNeuron
Weight weight
Class org.neuroph.core.Layer extends Object implements Serializable |
---|
serialVersionUID: 3L
Serialized Fields |
---|
NeuralNetwork parentNetwork
Neuron[] neurons
String label
Class org.neuroph.core.NeuralNetwork extends Observable implements Serializable |
---|
serialVersionUID: 4L
Serialized Fields |
---|
NeuralNetworkType type
Layer[] layers
double[] output
Neuron[] inputNeurons
Neuron[] outputNeurons
LearningRule learningRule
Map<K,V> plugins
String label
Class org.neuroph.core.Neuron extends Object implements Serializable |
---|
serialVersionUID: 3L
Serialized Fields |
---|
Layer parentLayer
Connection[] inputConnections
Connection[] outConnections
InputFunction inputFunction
TransferFunction transferFunction
String label
Class org.neuroph.core.Weight extends Object implements Serializable |
---|
serialVersionUID: 2L
Serialized Fields |
---|
double value
Package org.neuroph.core.events |
---|
Class org.neuroph.core.events.LearningEvent extends EventObject implements Serializable |
---|
Package org.neuroph.core.exceptions |
---|
Class org.neuroph.core.exceptions.NeurophException extends RuntimeException implements Serializable |
---|
serialVersionUID: 0L
Class org.neuroph.core.exceptions.VectorSizeMismatchException extends NeurophException implements Serializable |
---|
serialVersionUID: 2L
Package org.neuroph.core.input |
---|
Class org.neuroph.core.input.And extends InputFunction implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.core.input.Difference extends InputFunction implements Serializable |
---|
serialVersionUID: 21L
Class org.neuroph.core.input.InputFunction extends Object implements Serializable |
---|
serialVersionUID: 2L
Class org.neuroph.core.input.Max extends InputFunction implements Serializable |
---|
serialVersionUID: 2L
Class org.neuroph.core.input.Min extends InputFunction implements Serializable |
---|
serialVersionUID: 2L
Class org.neuroph.core.input.Or extends InputFunction implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.core.input.Product extends InputFunction implements Serializable |
---|
serialVersionUID: 2L
Class org.neuroph.core.input.Sum extends InputFunction implements Serializable |
---|
serialVersionUID: 2L
Class org.neuroph.core.input.SumSqr extends InputFunction implements Serializable |
---|
serialVersionUID: 2L
Class org.neuroph.core.input.WeightedSum extends InputFunction implements Serializable |
---|
serialVersionUID: 1L
Package org.neuroph.core.learning |
---|
Class org.neuroph.core.learning.DataSet extends Object implements Serializable |
---|
serialVersionUID: 2L
Serialized Fields |
---|
List<E> rows
int inputSize
int outputSize
String[] columnNames
String label
Class org.neuroph.core.learning.DataSetRow extends Object implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
double[] input
double[] desiredOutput
String label
Class org.neuroph.core.learning.IterativeLearning extends LearningRule implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
double learningRate
int currentIteration
int maxIterations
boolean iterationsLimited
Class org.neuroph.core.learning.LearningRule extends Object implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
NeuralNetwork neuralNetwork
EventListenerList listeners
Class org.neuroph.core.learning.SupervisedLearning extends IterativeLearning implements Serializable |
---|
serialVersionUID: 3L
Serialized Fields |
---|
double maxError
boolean batchMode
double[] outputError
int trainingSetSize
Class org.neuroph.core.learning.UnsupervisedLearning extends IterativeLearning implements Serializable |
---|
serialVersionUID: 1L
Package org.neuroph.core.transfer |
---|
Class org.neuroph.core.transfer.Gaussian extends TransferFunction implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
double sigma
Class org.neuroph.core.transfer.Linear extends TransferFunction implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
double slope
Class org.neuroph.core.transfer.Log extends TransferFunction implements Serializable |
---|
Class org.neuroph.core.transfer.Ramp extends TransferFunction implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
double slope
double xHigh
double xLow
double yHigh
double yLow
Class org.neuroph.core.transfer.Sgn extends TransferFunction implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.core.transfer.Sigmoid extends TransferFunction implements Serializable |
---|
serialVersionUID: 2L
Serialized Fields |
---|
double slope
Class org.neuroph.core.transfer.Sin extends TransferFunction implements Serializable |
---|
Class org.neuroph.core.transfer.Step extends TransferFunction implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
double yHigh
double yLow
Class org.neuroph.core.transfer.Tanh extends TransferFunction implements Serializable |
---|
serialVersionUID: 2L
Serialized Fields |
---|
double slope
Class org.neuroph.core.transfer.TransferFunction extends Object implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
double output
Class org.neuroph.core.transfer.Trapezoid extends TransferFunction implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
double leftLow
double leftHigh
double rightLow
double rightHigh
Package org.neuroph.nnet |
---|
Class org.neuroph.nnet.Adaline extends NeuralNetwork implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.BAM extends NeuralNetwork implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.CompetitiveNetwork extends NeuralNetwork implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.Hopfield extends NeuralNetwork implements Serializable |
---|
serialVersionUID: 2L
Class org.neuroph.nnet.Instar extends NeuralNetwork implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.Kohonen extends NeuralNetwork implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.MaxNet extends NeuralNetwork implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.MultiLayerPerceptron extends NeuralNetwork implements Serializable |
---|
serialVersionUID: 2L
Class org.neuroph.nnet.NeuroFuzzyPerceptron extends NeuralNetwork implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.Outstar extends NeuralNetwork implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.Perceptron extends NeuralNetwork implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.RbfNetwork extends NeuralNetwork implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.SupervisedHebbianNetwork extends NeuralNetwork implements Serializable |
---|
serialVersionUID: 2L
Class org.neuroph.nnet.UnsupervisedHebbianNetwork extends NeuralNetwork implements Serializable |
---|
serialVersionUID: 2L
Package org.neuroph.nnet.comp |
---|
Class org.neuroph.nnet.comp.DelayedConnection extends Connection implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
int delay
Package org.neuroph.nnet.comp.layer |
---|
Class org.neuroph.nnet.comp.layer.CompetitiveLayer extends Layer implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
int maxIterations
CompetitiveNeuron winner
Class org.neuroph.nnet.comp.layer.InputLayer extends Layer implements Serializable |
---|
Package org.neuroph.nnet.comp.neuron |
---|
Class org.neuroph.nnet.comp.neuron.BiasNeuron extends Neuron implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.comp.neuron.CompetitiveNeuron extends DelayedNeuron implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
boolean isCompeting
Connection[] connectionsFromOtherLayers
Connection[] connectionsFromThisLayer
Class org.neuroph.nnet.comp.neuron.DelayedNeuron extends Neuron implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.comp.neuron.InputNeuron extends Neuron implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.comp.neuron.InputOutputNeuron extends Neuron implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
boolean externalInputSet
double bias
Class org.neuroph.nnet.comp.neuron.ThresholdNeuron extends Neuron implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
double thresh
Package org.neuroph.nnet.learning |
---|
Class org.neuroph.nnet.learning.AntiHebbianLearning extends UnsupervisedHebbianLearning implements Serializable |
---|
Class org.neuroph.nnet.learning.BackPropagation extends SigmoidDeltaRule implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.learning.BinaryDeltaRule extends PerceptronLearning implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
double errorCorrection
Class org.neuroph.nnet.learning.BinaryHebbianLearning extends UnsupervisedHebbianLearning implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.learning.CompetitiveLearning extends UnsupervisedLearning implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.learning.DynamicBackPropagation extends MomentumBackpropagation implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
double maxLearningRate
double minLearningRate
double learningRateChange
boolean useDynamicLearningRate
double maxMomentum
double minMomentum
double momentumChange
boolean useDynamicMomentum
Class org.neuroph.nnet.learning.GeneralizedHebbianLearning extends UnsupervisedHebbianLearning implements Serializable |
---|
Class org.neuroph.nnet.learning.HopfieldLearning extends LearningRule implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.learning.InstarLearning extends UnsupervisedHebbianLearning implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.learning.KohonenLearning extends LearningRule implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
double learningRate
int[] iterations
double[] decStep
int mapSize
int[] nR
int currentIteration
Class org.neuroph.nnet.learning.LMS extends SupervisedLearning implements Serializable |
---|
serialVersionUID: 2L
Class org.neuroph.nnet.learning.MomentumBackpropagation extends BackPropagation implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
double momentum
Class org.neuroph.nnet.learning.OjaLearning extends UnsupervisedHebbianLearning implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.learning.OutstarLearning extends UnsupervisedHebbianLearning implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.learning.PerceptronLearning extends LMS implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.learning.ResilientPropagation extends BackPropagation implements Serializable |
---|
Serialized Fields |
---|
double decreaseFactor
double increaseFactor
double initialDelta
double maxDelta
double minDelta
Class org.neuroph.nnet.learning.SigmoidDeltaRule extends LMS implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.learning.SimulatedAnnealingLearning extends SupervisedLearning implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
NeuralNetwork network
double startTemperature
double stopTemperature
int cycles
double temperature
double[] weights
double[] bestWeights
Class org.neuroph.nnet.learning.SupervisedHebbianLearning extends LMS implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.nnet.learning.UnsupervisedHebbianLearning extends UnsupervisedLearning implements Serializable |
---|
serialVersionUID: 1L
Package org.neuroph.util |
---|
Class org.neuroph.util.NeuronProperties extends Properties implements Serializable |
---|
serialVersionUID: 2L
Class org.neuroph.util.Properties extends Hashtable implements Serializable |
---|
serialVersionUID: 1L
Package org.neuroph.util.io |
---|
Class org.neuroph.util.io.NeurophInputException extends NeurophException implements Serializable |
---|
serialVersionUID: 1L
Class org.neuroph.util.io.NeurophOutputException extends NeurophException implements Serializable |
---|
serialVersionUID: 1L
Package org.neuroph.util.plugins |
---|
Class org.neuroph.util.plugins.PluginBase extends Object implements Serializable |
---|
serialVersionUID: 1L
Serialized Fields |
---|
String name
NeuralNetwork parentNetwork
|
||||||||||
PREV NEXT | FRAMES NO FRAMES |