|
Neuroph | |||||||||
PREV NEXT | FRAMES NO FRAMES |
Packages that use IterativeLearning | |
---|---|
org.neuroph.core.learning | Provides base classes for neural network learning algorithms. |
org.neuroph.nnet.learning | Provides implementations of specific neural network learning algorithms. |
Uses of IterativeLearning in org.neuroph.core.learning |
---|
Subclasses of IterativeLearning in org.neuroph.core.learning | |
---|---|
class |
SupervisedLearning
Base class for all supervised learning algorithms. |
class |
UnsupervisedLearning
Base class for all unsupervised learning algorithms. |
Uses of IterativeLearning in org.neuroph.nnet.learning |
---|
Subclasses of IterativeLearning in org.neuroph.nnet.learning | |
---|---|
class |
BackPropagation
Back Propagation learning rule for Multi Layer Perceptron neural networks. |
class |
BinaryHebbianLearning
Hebbian-like learning algorithm used for Hopfield network. |
class |
CompetitiveLearning
Competitive learning rule. |
class |
InstarLearning
Hebbian-like learning rule for Instar network. |
class |
LMS
LMS learning rule for neural networks. |
class |
MomentumBackpropagation
Backpropagation learning rule with momentum. |
class |
OjaLearning
Oja learning rule wich is a modification of unsupervised hebbian learning. |
class |
OutstarLearning
Hebbian-like learning rule for Outstar network. |
class |
SigmoidDeltaRule
Delta rule learning algorithm for perceptrons with sigmoid functions. |
class |
StepDeltaRule
Delta rule learning algorithm for perceptrons with step functions. |
class |
SupervisedHebbianLearning
Supervised hebbian learning rule. |
class |
UnsupervisedHebbianLearning
Unsupervised hebbian learning rule. |
|
Neuroph | |||||||||
PREV NEXT | FRAMES NO FRAMES |