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Neuroph | |||||||||
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Packages that use TransferFunction | |
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org.neuroph.core | This package provides base classes and basic building components for neural networks. |
org.neuroph.core.transfer | This package provides common neuron transfer functions |
org.neuroph.nnet.comp | This package provides components for the specific neural network models. |
org.neuroph.util | This package provides various utility classes for creating neural networks, type codes, parsing vectors, etc. |
Uses of TransferFunction in org.neuroph.core |
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Fields in org.neuroph.core declared as TransferFunction | |
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protected TransferFunction |
Neuron.transferFunction
Transfer function for this neuron |
Methods in org.neuroph.core that return TransferFunction | |
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TransferFunction |
Neuron.getTransferFunction()
Returns transfer function |
Methods in org.neuroph.core with parameters of type TransferFunction | |
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void |
Neuron.setTransferFunction(TransferFunction transferFunction)
Sets transfer function |
Constructors in org.neuroph.core with parameters of type TransferFunction | |
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Neuron(InputFunction inputFunction,
TransferFunction transferFunction)
Creates an instance of Neuron with the specified input and transfer functions. |
Uses of TransferFunction in org.neuroph.core.transfer |
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Subclasses of TransferFunction in org.neuroph.core.transfer | |
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class |
Gaussian
The Gaussian class provides gaussian neuron transfer function. |
class |
Linear
The Linear class provides linear neuron transfer function. |
class |
Ramp
The Ramp class provides ramp neuron transfer function. |
class |
Sgn
The Sgn class provides sgn neuron transfer function. |
class |
Sigmoid
The Sigmoid class provides sigmoid neuron transfer function. |
class |
Step
The Step class provides step neuron transfer function. |
class |
Tanh
The Tanh class provides tanh neuron transfer function. |
class |
Trapezoid
The Trapezoid class provides fuzzy trapezoid neuron tranfer function. |
Uses of TransferFunction in org.neuroph.nnet.comp |
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Constructors in org.neuroph.nnet.comp with parameters of type TransferFunction | |
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CompetitiveNeuron(InputFunction inputFunction,
TransferFunction transferFunction)
Creates an instance of CompetitiveNeuron with specified input and transfer functions |
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DelayedNeuron(InputFunction inputFunction,
TransferFunction transferFunction)
Creates an instance of neuron which can delay output |
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HopfieldNeuron(InputFunction inFunc,
TransferFunction transFunc)
Creates an instance of neuron for Hopfield network with specified input and transfer functions |
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ThresholdNeuron(InputFunction inputFunction,
TransferFunction transferFunction)
Creates a neuron with threshold behaviour, and with the specified input and transfer functions. |
Uses of TransferFunction in org.neuroph.util |
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Methods in org.neuroph.util that return TransferFunction | |
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private static TransferFunction |
NeuronFactory.createTransferFunction(java.util.Properties tfProperties)
Creates and returns transfer function |
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