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Packages that use NeuralElement | |
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org.joone.engine | |
org.joone.engine.learning | |
org.joone.io | |
org.joone.structure | |
org.joone.util |
Uses of NeuralElement in org.joone.engine |
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Subinterfaces of NeuralElement in org.joone.engine | |
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interface |
InputPatternListener
This interface represents an input synapse for a generic layer. |
interface |
OutputPatternListener
This interface represents an output synapse for a generic layer. |
Classes in org.joone.engine that implement NeuralElement | |
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class |
BufferedSynapse
This class implements a synapse that permits to have asynchronous methods to write output patterns. |
class |
DelaySynapse
This Synapse connects the N input neurons with the M output neurons using a matrix of FIRFilter elements of size NxM. |
class |
DirectSynapse
This is forward-only synapse. |
class |
FreudRuleFullSynapse
Deprecated. possible bug in implementation |
class |
FullSynapse
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class |
KohonenSynapse
This is an unsupervised Kohonen Synapse which is a Self Organising Map. |
class |
OutputSwitchSynapse
This class acts as a switch that can connect its input to one of its connected output synapses. |
class |
RbfInputSynapse
The synapse to the input of a radial basis function layer should't provide a single value to every neuron in the output (RBF) layer, as is usual the case. |
class |
SangerSynapse
This is the synapse useful to extract the principal components from an input data set. |
class |
Synapse
The Synapse is the connection element between two Layer objects. |
Uses of NeuralElement in org.joone.engine.learning |
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Subinterfaces of NeuralElement in org.joone.engine.learning | |
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interface |
ComparingElement
This interface describes an element that can compare the output of the layer to which it is connected, with another input derivating from a StreamInputSynapse named 'desired'. |
Classes in org.joone.engine.learning that implement NeuralElement | |
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class |
AbstractTeacherSynapse
This class provides a framework to extend in order to implement various teachers, just by overriding or implementing certain functions different functionality can easily implemented. |
class |
ComparingSynapse
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class |
ComparisonSynapse
Final element of a neural network; it permits to compare the outcome of the neural net and the input patterns from a StreamInputSynapse connected to the 'desired' property. |
class |
FahlmanTeacherSynapse
This class extends the normal Teacher synapse and implements the Fahlman 40-20-40 criterion (the values can be changed). |
class |
TeacherSynapse
Final element of a neural network; it permits to calculate both the error of the last training cycle and the vector containing the error pattern to apply to the net to calculate the backprop algorithm. |
class |
TeachingSynapse
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Uses of NeuralElement in org.joone.io |
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Classes in org.joone.io that implement NeuralElement | |
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class |
FileInputSynapse
Allows data to be presented to the network from a file. |
class |
FileOutputSynapse
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class |
ImageInputSynapse
This synapse collects data from Image files or Image objects and feeds the data from the Images into the Neural network. |
class |
ImageOutputSynapse
This class collects the output from the connected layer and places it into an image file. |
class |
InputConnector
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class |
InputSwitchSynapse
This class acts as a switch that can connect its output to one of its connected input synapses. |
class |
JDBCInputSynapse
The JDBCInputSynapse provides support for data extraction from a database. |
class |
JDBCOutputSynapse
The JDBCOutputSynapse provides support for data input to a database. |
class |
MemoryInputSynapse
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class |
MemoryOutputSynapse
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class |
MultipleInputSynapse
This class reads sequentially all the connected input synapses, in order to be able to use multiple sources as inputs. |
class |
StreamInputSynapse
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class |
StreamOutputSynapse
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class |
URLInputSynapse
Allows data extraction from the internet or a file specified by a Universal Resource Locator or URL. |
class |
XLSInputSynapse
This class allows data to be presented to the network from an Excel XLS formatted file. |
class |
XLSOutputSynapse
This class allows data to be read from an Excel XLS formatted file. |
class |
YahooFinanceInputSynapse
The YahooFinanceInputSynapse provides support for financial data input from financial markets. |
Uses of NeuralElement in org.joone.structure |
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Classes in org.joone.structure that implement NeuralElement | |
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(package private) class |
PatternForwardedSynapse
This class/synapse is only used to inform a Nakayama object whenever a single patterns has been forwarded through the network. |
Uses of NeuralElement in org.joone.util |
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Classes in org.joone.util that implement NeuralElement | |
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class |
LearningSwitch
This class is useful to switch the input data set of a neural network from a training set to a validation set depending on the 'validation' parameter contained in the Monitor object. |
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