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Packages that use InputFunction | |
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org.neuroph.core | Provides base classes and basic building components for neural networks. |
org.neuroph.core.input | Provides common neuron input functions |
org.neuroph.nnet.comp.neuron | Provides various specific neuron types |
org.neuroph.util | Provides various utility classes for creating neural networks, type codes, parsing vectors, etc. |
Uses of InputFunction in org.neuroph.core |
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Fields in org.neuroph.core declared as InputFunction | |
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protected InputFunction |
Neuron.inputFunction
Input function for this neuron |
Methods in org.neuroph.core that return InputFunction | |
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InputFunction |
Neuron.getInputFunction()
Returns input function |
Methods in org.neuroph.core with parameters of type InputFunction | |
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void |
Neuron.setInputFunction(InputFunction inputFunction)
Sets input function |
Constructors in org.neuroph.core with parameters of type InputFunction | |
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Neuron(InputFunction inputFunction,
TransferFunction transferFunction)
Creates an instance of Neuron with the specified input and transfer functions. |
Uses of InputFunction in org.neuroph.core.input |
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Subclasses of InputFunction in org.neuroph.core.input | |
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class |
And
Performs logic AND operation on input vector. |
class |
Difference
Performs the vector difference operation on input and weight vector. |
class |
Max
Performs max function on input vector |
class |
Min
Performs min function on input vector |
class |
Or
Performs logic OR operation on input vector. |
class |
Product
Performs multiplication of all input vector elements. |
class |
Sum
Performs summing of all input vector elements. |
class |
SumSqr
Calculates squared sum of all input vector elements. |
class |
WeightedSum
Optimized version of weighted input function |
Uses of InputFunction in org.neuroph.nnet.comp.neuron |
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Constructors in org.neuroph.nnet.comp.neuron with parameters of type InputFunction | |
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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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InputOutputNeuron(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 InputFunction in org.neuroph.util |
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Constructor parameters in org.neuroph.util with type arguments of type InputFunction | |
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NeuronProperties(Class<? extends Neuron> neuronClass,
Class<? extends InputFunction> inputFunctionClass,
Class<? extends TransferFunction> transferFunctionClass)
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