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Accord.NET (logo) DistanceNeuron Class
Distance neuron.
Inheritance Hierarchy
SystemObject
  Accord.NeuroNeuron
    Accord.NeuroDistanceNeuron

Namespace:  Accord.Neuro
Assembly:  Accord.Neuro (in Accord.Neuro.dll) Version: 3.4.0
Syntax
[SerializableAttribute]
public class DistanceNeuron : Neuron
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The DistanceNeuron type exposes the following members.

Constructors
  NameDescription
Public methodDistanceNeuron
Initializes a new instance of the DistanceNeuron class.
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Properties
  NameDescription
Public propertyInputsCount
Neuron's inputs count.
(Inherited from Neuron.)
Public propertyOutput
Neuron's output value.
(Inherited from Neuron.)
Public propertyRandGenerator
Random number generator.
(Inherited from Neuron.)
Public propertyWeights
Neuron's weights.
(Inherited from Neuron.)
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Methods
  NameDescription
Public methodCompute
Computes output value of neuron.
(Overrides NeuronCompute(Double).)
Public methodEquals
Determines whether the specified object is equal to the current object.
(Inherited from Object.)
Protected methodFinalize
Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection.
(Inherited from Object.)
Public methodGetHashCode
Serves as the default hash function.
(Inherited from Object.)
Public methodGetType
Gets the Type of the current instance.
(Inherited from Object.)
Protected methodMemberwiseClone
Creates a shallow copy of the current Object.
(Inherited from Object.)
Public methodRandomize
Randomize neuron.
(Inherited from Neuron.)
Public methodToString
Returns a string that represents the current object.
(Inherited from Object.)
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Fields
  NameDescription
Protected fieldinputsCount
Neuron's inputs count.
(Inherited from Neuron.)
Protected fieldoutput
Neuron's output value.
(Inherited from Neuron.)
Protected fieldrand
Random number generator.
(Inherited from Neuron.)
Protected fieldweights
Neuron's weights.
(Inherited from Neuron.)
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Extension Methods
  NameDescription
Public Extension MethodHasMethod
Checks whether an object implements a method with the given name.
(Defined by ExtensionMethods.)
Public Extension MethodToTOverloaded.
Converts an object into another type, irrespective of whether the conversion can be done at compile time or not. This can be used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.)
Public Extension MethodToTOverloaded.
Converts an object into another type, irrespective of whether the conversion can be done at compile time or not. This can be used to convert generic types to numeric types during runtime.
(Defined by Matrix.)
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Remarks

Distance neuron computes its output as distance between its weights and inputs - sum of absolute differences between weights' values and corresponding inputs' values. The neuron is usually used in Kohonen Self Organizing Map.

See Also