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java.lang.Objectorg.neuroph.core.Neuron
org.neuroph.nnet.comp.HopfieldNeuron
public class HopfieldNeuron
The HopfieldNeuron class provides neuron behaviour specific for Hopfield network.
Field Summary | |
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private double |
bias
Bias value for this neuron |
private boolean |
extInputSet
Flag which is set true if neuron input is externaly set |
private static long |
serialVersionUID
The class fingerprint that is set to indicate serialization compatibility with a previous version of the class. |
Fields inherited from class org.neuroph.core.Neuron |
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error, inputConnections, inputFunction, netInput, outConnections, output, parentLayer, transferFunction |
Constructor Summary | |
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HopfieldNeuron(InputFunction inFunc,
TransferFunction transFunc)
Creates an instance of neuron for Hopfield network with specified input and transfer functions |
Method Summary | |
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void |
calculate()
Calculates neuron output |
double |
getBias()
Returns bias value for this neuron |
void |
setBias(double bias)
Sets bias value for this neuron |
void |
setInput(double input)
Sets total net input for this cell |
Methods inherited from class org.neuroph.core.Neuron |
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addInputConnection, addInputConnection, addOutputConnection, getConnectionFrom, getError, getInputConnections, getInputFunction, getInputsIterator, getNetInput, getOutConnections, getOutput, getParentLayer, getTransferFunction, getWeightsVector, hasInputConnections, randomizeInputWeights, removeInput, reset, setError, setInputFunction, setOutput, setParentLayer, setTransferFunction |
Methods inherited from class java.lang.Object |
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clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
Field Detail |
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private static final long serialVersionUID
private boolean extInputSet
private double bias
Constructor Detail |
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public HopfieldNeuron(InputFunction inFunc, TransferFunction transFunc)
inFunc
- neuron input functiontransFunc
- neuron transfer functionMethod Detail |
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public void setInput(double input)
setInput
in class Neuron
input
- input valuepublic double getBias()
public void setBias(double bias)
bias
- bias value for this neuronpublic void calculate()
calculate
in class Neuron
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