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java.lang.Objectorg.joone.engine.Synapse
org.joone.engine.RbfInputSynapse
public 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. It should provide the outputs of all the input neurons as a vector to every neuron in the radial basis function layer.
Field Summary |
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Fields inherited from class org.joone.engine.Synapse |
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array, b_pattern, bitems, bouts, count, enabled, fwdLock, inps, items, learnable, m_batch, m_pattern, myLearner, outs, revLock |
Constructor Summary | |
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RbfInputSynapse()
Creates a new instance of RbfInputSynapse |
Method Summary | |
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protected void |
backward(double[] pattern)
Funzione di TRAIN dell'elemento. |
protected void |
forward(double[] pattern)
public Pattern revGet() { // The correct way is to overwrite revGet() to return null, // because this synapse does not perform back propagation, // however, there exist somewhere a bug. |
protected void |
setArrays(int rows,
int cols)
Insert the method's description here. |
protected void |
setDimensions(int rows,
int cols)
Dimensiona l'elemento |
Methods inherited from class org.joone.engine.Synapse |
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addNoise, canCountSteps, check, fwdGet, fwdPattern_consume, fwdPattern_produce, fwdPut, getCount, getFwdLock, getIgnoreBefore, getInputDimension, getLearner, getLearningRate, getMomentum, getMonitor, getName, getOutputDimension, getRevLock, getSynapseNameSafely, getWeights, init, initLearner, InspectableTitle, Inspections, isEnabled, isInputFull, isLoopBack, isOutputFull, randomize, readResolve, reset, revGet, revPattern_consume, revPattern_produce, revPut, setEnabled, setIgnoreBefore, setInputDimension, setInputFull, setLearningRate, setLoopBack, setMomentum, setMonitor, setName, setOutputDimension, setOutputFull, setWeights, warnLogger, warnLogger |
Methods inherited from class java.lang.Object |
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clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
Constructor Detail |
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public RbfInputSynapse()
Method Detail |
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protected void backward(double[] pattern)
Synapse
backward
in class Synapse
pattern
- double[] - pattern di input sul quale applicare la funzione di trasferimentoprotected void forward(double[] pattern)
forward
in class Synapse
pattern
- double[] - input pattern. THIS PATTERN CANNOT BE CHANGEDprotected void setArrays(int rows, int cols)
Synapse
setArrays
in class Synapse
protected void setDimensions(int rows, int cols)
Synapse
setDimensions
in class Synapse
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