Package org.neuroph.nnet

Provides out-of-the-box neural networks

See: Description

Class Summary

Class	Description
Adaline	Adaline neural network architecture with LMS learning rule.
AutoencoderNetwork	Auto Encoder Neural Network
BAM	Bidirectional Associative Memory
CompetitiveNetwork	Two layer neural network with competitive learning rule.
ConvolutionalNetwork	Convolutional neural network with backpropagation algorithm modified for convolutional networks.
ConvolutionalNetwork.Builder
ElmanNetwork	Under development: Learning rule BackProp Through Time required
Hopfield	Hopfield neural network.
Instar	Instar neural network with Instar learning rule.
JordanNetwork	Under development: Learning rule BackProp Through Time required
Kohonen	Kohonen neural network.
MaxNet	Max Net neural network with competitive learning rule.
MultiLayerPerceptron	Multi Layer Perceptron neural network with Back propagation learning algorithm.
NeuroFuzzyPerceptron	The NeuroFuzzyReasoner class represents Neuro Fuzzy Reasoner architecture.
Outstar	Outstar neural network with Outstar learning rule.
Perceptron	Perceptron neural network with some LMS based learning algorithm.
RBFNetwork	Radial basis function neural network.
RectifierNeuralNetwork
SupervisedHebbianNetwork	Hebbian neural network with supervised Hebbian learning algorithm.
UnsupervisedHebbianNetwork	Hebbian neural network with unsupervised Hebbian learning algorithm.

Package org.neuroph.nnet Description

Provides out-of-the-box neural networks