|
|||||||||
| PREV CLASS NEXT CLASS | FRAMES NO FRAMES | ||||||||
| SUMMARY: NESTED | FIELD | CONSTR | METHOD | DETAIL: FIELD | CONSTR | METHOD | ||||||||
java.lang.Objectca.nengo.model.neuron.impl.PoissonSpikeGenerator.SigmoidNeuronFactory
public static class PoissonSpikeGenerator.SigmoidNeuronFactory
A factory for neurons with sigmoid response functions.
| Constructor Summary | |
|---|---|
PoissonSpikeGenerator.SigmoidNeuronFactory(PDF slope,
PDF inflection,
PDF maxRate)
Neurons from this factory will have Poisson firing rates that are sigmoidal functions of current. |
|
| Method Summary | |
|---|---|
java.lang.String |
getTypeDescription()
|
Neuron |
make(java.lang.String name)
|
| Methods inherited from class java.lang.Object |
|---|
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
| Constructor Detail |
|---|
public PoissonSpikeGenerator.SigmoidNeuronFactory(PDF slope,
PDF inflection,
PDF maxRate)
slope - Distribution of slopes of the sigmoid functions that describe current-firing rate relationships,
before scaling to maxRate (slope at inflection point = slope*maxRate)inflection - Distribution of inflection points of the sigmoid functions that describe current-firing rate relationshipsmaxRate - Distribution of maximum firing rates| Method Detail |
|---|
public Neuron make(java.lang.String name)
throws StructuralException
make in interface NodeFactoryname - The name of the Node (unique within containing Ensemble or Network)
StructuralException - for any problem that prevents constructionNodeFactory.make(java.lang.String)public java.lang.String getTypeDescription()
getTypeDescription in interface NodeFactoryNodeFactory.getTypeDescription()
|
|||||||||
| PREV CLASS NEXT CLASS | FRAMES NO FRAMES | ||||||||
| SUMMARY: NESTED | FIELD | CONSTR | METHOD | DETAIL: FIELD | CONSTR | METHOD | ||||||||