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Neuron Class

Base neuron class.
Inheritance Hierarchy
SystemObject
  Accord.NeuroNeuron
    Accord.NeuroActivationNeuron
    Accord.NeuroDistanceNeuron

Namespace:  Accord.Neuro
Assembly:  Accord.Neuro (in Accord.Neuro.dll) Version: 3.5.0
Syntax
[SerializableAttribute]
public abstract class Neuron
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The Neuron type exposes the following members.

Constructors
  NameDescription
Protected methodNeuron
Initializes a new instance of the Neuron class.
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Properties
  NameDescription
Public propertyInputsCount
Neuron's inputs count.
Public propertyOutput
Neuron's output value.
Public propertyRandGenerator
Random number generator.
Public propertyWeights
Neuron's weights.
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Methods
  NameDescription
Public methodCompute
Computes output value of neuron.
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.
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.
Protected fieldoutput
Neuron's output value.
Protected fieldrand
Random number generator.
Protected fieldweights
Neuron's weights.
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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 MethodIsEqual
Compares two objects for equality, performing an elementwise comparison if the elements are vectors or matrices.
(Defined by Matrix.)
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
This is a base neuron class, which encapsulates such common properties, like neuron's input, output and weights.
See Also